From 756a7865e671e4ab422f4a4ecc84d60247014338 Mon Sep 17 00:00:00 2001
From: Kay Robbins <1189050+VisLab@users.noreply.github.com>
Date: Fri, 27 Oct 2023 17:09:09 -0500
Subject: [PATCH] Added a curly braces example dataset

---
 datasets/eeg_ds003645s_hed_curly/CHANGES      |   6 +
 datasets/eeg_ds003645s_hed_curly/README       |  24 ++
 .../dataset_description.json                  |  27 ++
 .../eeg_ds003645s_hed_curly/participants.json |  17 +
 .../eeg_ds003645s_hed_curly/participants.tsv  |   3 +
 .../stimuli/circle.bmp                        |   0
 .../eeg_ds003645s_hed_curly/stimuli/cross.bmp |   0
 .../eeg_ds003645s_hed_curly/stimuli/f004.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f006.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f010.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f020.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f025.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f028.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f033.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f034.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f036.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f038.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f039.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f041.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f051.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f058.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f059.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f063.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f064.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f072.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f074.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f075.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f076.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f081.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f089.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f093.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f094.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f098.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f099.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f101.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f102.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f103.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f104.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f105.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f108.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f111.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f112.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f119.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f121.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f123.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f124.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f130.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f132.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f138.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f139.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f141.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f143.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f145.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f146.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f147.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f148.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/f150.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s001.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s005.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s006.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s008.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s015.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s017.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s018.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s025.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s026.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s028.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s033.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s034.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s036.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s037.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s043.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s044.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s051.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s052.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s053.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s056.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s058.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s062.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s066.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s068.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s071.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s074.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s076.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s080.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s081.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s083.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s086.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s087.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s088.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s090.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s096.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s100.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s103.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s106.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s111.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s112.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s115.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s121.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s125.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s135.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s137.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s138.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s139.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s141.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s142.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/s150.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u002.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u004.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u005.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u011.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u014.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u018.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u019.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u020.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u021.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u022.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u023.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u024.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u032.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u041.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u044.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u045.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u048.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u055.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u058.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u061.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u066.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u069.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u070.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u074.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u077.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u079.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u083.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u084.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u086.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u088.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u089.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u091.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u095.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u097.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u098.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u100.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u103.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u106.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u111.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u112.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u113.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u117.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u120.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u123.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u124.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u127.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u128.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u131.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u132.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u134.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u139.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u140.bmp  |   0
 .../eeg_ds003645s_hed_curly/stimuli/u143.bmp  |   0
 ...002_task-FacePerception_run-1_channels.tsv | 382 ++++++++++++++++++
 ...sub-002_task-FacePerception_run-1_eeg.json |  24 ++
 .../sub-002_task-FacePerception_run-1_eeg.set |   0
 ...b-002_task-FacePerception_run-1_events.tsv | 201 +++++++++
 ...002_task-FacePerception_run-2_channels.tsv | 382 ++++++++++++++++++
 ...sub-002_task-FacePerception_run-2_eeg.json |  24 ++
 .../sub-002_task-FacePerception_run-2_eeg.set |   0
 ...b-002_task-FacePerception_run-2_events.tsv | 201 +++++++++
 ...002_task-FacePerception_run-3_channels.tsv | 382 ++++++++++++++++++
 ...sub-002_task-FacePerception_run-3_eeg.json |  24 ++
 .../sub-002_task-FacePerception_run-3_eeg.set |   0
 ...b-002_task-FacePerception_run-3_events.tsv | 201 +++++++++
 ...003_task-FacePerception_run-1_channels.tsv | 382 ++++++++++++++++++
 ...sub-003_task-FacePerception_run-1_eeg.json |  24 ++
 .../sub-003_task-FacePerception_run-1_eeg.set |   0
 ...b-003_task-FacePerception_run-1_events.tsv | 201 +++++++++
 ...003_task-FacePerception_run-2_channels.tsv | 382 ++++++++++++++++++
 ...sub-003_task-FacePerception_run-2_eeg.json |  24 ++
 .../sub-003_task-FacePerception_run-2_eeg.set |   0
 ...b-003_task-FacePerception_run-2_events.tsv | 201 +++++++++
 ...003_task-FacePerception_run-3_channels.tsv | 382 ++++++++++++++++++
 ...sub-003_task-FacePerception_run-3_eeg.json |  24 ++
 .../sub-003_task-FacePerception_run-3_eeg.set |   0
 ...b-003_task-FacePerception_run-3_events.tsv | 201 +++++++++
 .../task-FacePerception_events.json           | 137 +++++++
 docs/source/WhatsNew.md                       |   5 +
 .../bids/validate_bids_dataset.ipynb          |  41 +-
 .../matlab_scripts/web_services/runAllTests.m |   2 +-
 188 files changed, 3889 insertions(+), 15 deletions(-)
 create mode 100644 datasets/eeg_ds003645s_hed_curly/CHANGES
 create mode 100644 datasets/eeg_ds003645s_hed_curly/README
 create mode 100644 datasets/eeg_ds003645s_hed_curly/dataset_description.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/participants.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/participants.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/circle.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/cross.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f004.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f006.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f010.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f020.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f025.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f028.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f033.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f034.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f036.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f038.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f039.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f041.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f051.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f058.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f059.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f063.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f064.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f072.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f074.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f075.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f076.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f081.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f089.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f093.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f094.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f098.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f099.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f101.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f102.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f103.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f104.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f105.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f108.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f111.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f112.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f119.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f121.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f123.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f124.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f130.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f132.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f138.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f139.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f141.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f143.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f145.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f146.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f147.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f148.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/f150.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s001.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s005.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s006.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s008.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s015.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s017.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s018.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s025.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s026.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s028.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s033.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s034.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s036.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s037.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s043.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s044.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s051.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s052.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s053.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s056.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s058.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s062.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s066.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s068.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s071.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s074.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s076.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s080.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s081.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s083.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s086.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s087.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s088.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s090.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s096.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s100.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s103.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s106.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s111.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s112.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s115.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s121.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s125.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s135.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s137.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s138.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s139.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s141.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s142.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/s150.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u002.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u004.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u005.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u011.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u014.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u018.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u019.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u020.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u021.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u022.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u023.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u024.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u032.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u041.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u044.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u045.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u048.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u055.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u058.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u061.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u066.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u069.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u070.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u074.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u077.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u079.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u083.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u084.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u086.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u088.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u089.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u091.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u095.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u097.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u098.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u100.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u103.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u106.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u111.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u112.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u113.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u117.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u120.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u123.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u124.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u127.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u128.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u131.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u132.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u134.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u139.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u140.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/stimuli/u143.bmp
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.set
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.set
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.set
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.set
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.set
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.set
 create mode 100644 datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
 create mode 100644 datasets/eeg_ds003645s_hed_curly/task-FacePerception_events.json

diff --git a/datasets/eeg_ds003645s_hed_curly/CHANGES b/datasets/eeg_ds003645s_hed_curly/CHANGES
new file mode 100644
index 00000000..c5166eeb
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/CHANGES
@@ -0,0 +1,6 @@
+1.0.0 2021-05-11
+  - First release
+Revision history for Face Recognition experiment by Wakeman-Henson
+
+version 1.0 - April 2021
+ - Initial release of EEG data in this experiment for HED education purposes
diff --git a/datasets/eeg_ds003645s_hed_curly/README b/datasets/eeg_ds003645s_hed_curly/README
new file mode 100644
index 00000000..4b1d4f00
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/README
@@ -0,0 +1,24 @@
+**Introduction:**
+This dataset consists of the MEEG (sMRI+MEG+EEG) portion of the multi-subject, multi-modal face processing dataset (ds000117). This dataset was originally acquired and shared by Daniel Wakeman and Richard Henson (https://pubmed.ncbi.nlm.nih.gov/25977808/). The data has been repackaged in EEGLAB format and has undergone minimal preprocessing as well as reorganization and annotation of the dataset events.
+
+**Overview of the experiment:**
+Eighteen participants completed two recording sessions spaced three months apart – one session recorded fMRI  and the other simultaneously recorded MEG and EEG data. During each session, participants performed the same simple perceptual task, responding to presented photographs of famous, unfamiliar, and scrambled faces by pressing one of two keyboard keys to indicate a subjective yes or no decision as to the relative spatial symmetry of the viewed face. Famous faces were feature-matched to unfamiliar faces; half the faces were female. The two sessions (MEEG, fMRI) had different organizations of event timing and presentation because of technological requirements of the respective imaging modalities. Each individual face was presented twice during the session. For half of the presented faces, the second presentation followed immediately after the first. For the other half, the second presentation was delayed by 5-15 face presentations.
+
+**Preprocessing:**
+The preprocessing, which was performed using the `wh_extracteeg_BIDS.m` located in the code directory, includes the following steps:
+* Ignore MRI data except for sMRI.
+* Extract  EEG channels out of the MEG/EEG fif data
+* Add fiducials
+* Rename EOG and EKG channels
+* Extract events from event channel
+* Remove spurious events 5, 6, 7, 13, 14, 15, 17, 18 and 19
+* Remove spurious event 24 for subject 3 run 4
+* Rename events taking into account button assigned to each subject
+* Correct event latencies (events have a shift of 34 ms)
+* Resample data to 250 Hz (this step is performed because this dataset is used in a tutorial for EEGLAB and needs to be lightweight)
+* Remove event fields `urevent` and `duration`
+* Save as EEGLAB .set format
+
+**Data curators:**
+Ramon Martinez, Dung Truong, Scott Makeig, Arnaud Delorme (UCSD, La Jolla, CA, USA), Kay Robbins (UTSA, San Antonio, TX, USA)
+
diff --git a/datasets/eeg_ds003645s_hed_curly/dataset_description.json b/datasets/eeg_ds003645s_hed_curly/dataset_description.json
new file mode 100644
index 00000000..00de310a
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/dataset_description.json
@@ -0,0 +1,27 @@
+{
+    "Name": "Face processing MEEG dataset with HED annotation",
+    "BIDSVersion": "1.8.0",
+    "HEDVersion": "8.1.0",
+    "License": "CC0",
+    "Authors": [
+        "Daniel G. Wakeman",
+        "Richard N Henson",
+        "Dung Truong (curation)",
+        "Kay Robbins (curation)",
+        "Scott Makeig (curation)",
+        "Arno Delorme (curation)"
+    ],
+    "ReferencesAndLinks": [
+        "Wakeman, D., Henson, R. (2015). A multi-subject, multi-modal human neuroimaging dataset. Sci Data 2, 150001. https://doi.org/10.1038/sdata.2015.1",
+        "Robbins, K., Truong, D., Appelhoff, S., Delorme, A., & Makeig, S. (2021). Capturing the nature of events and event context using Hierarchical Event Descriptors (HED). In press for NeuroImage Special Issue Practice in MEEG. NeuroImage 245 (2021) 118766. Online: https://www.sciencedirect.com/science/article/pii/S1053811921010387.",
+        "Robbins, K., Truong, D., Jones, A., Callanan, I., & Makeig, S. (2021). Building FAIR functionality: Annotating events in time series data using Hierarchical Event Descriptors (HED). Neuroinformatics Special Issue Building the NeuroCommons. Neuroinformatics https://doi.org/10.1007/s12021-021-09537-4. Online: https://link.springer.com/article/10.1007/s12021-021-09537-4."
+    ],
+    "Funding": [
+        "Experiment was supported by the UK Medical Research Council (MC_A060_5PR10) and Elekta Ltd.",
+        "Curation was supported by:  NIH R01 EB023297-03, NIH R01 NS047293-l4, NIH R24 MH120037-01, and R01 MH126700-01A1."
+    ],
+    "DatasetDOI": "10.18112/openneuro.ds003645.v2.0.2",
+	"EthicsApprovals": [
+	    "The study was approved by Cambridge University Psychological Ethics Committee. Written informed consent was obtained from each participant prior to and following each phase of the experiment."
+	]
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/participants.json b/datasets/eeg_ds003645s_hed_curly/participants.json
new file mode 100644
index 00000000..4fbcc432
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/participants.json
@@ -0,0 +1,17 @@
+{
+  "participant_id": {
+    "LongName": "Participant identifier",
+    "Description": "Unique subject identifier"
+  },
+  "gender": {
+    "Description": "Sex of the subject",
+    "Levels": {
+      "M": "male",
+      "F": "female"
+    }
+  },
+  "age": {
+    "Description": "Age of the subject",
+    "Units": "years"
+  }
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/participants.tsv b/datasets/eeg_ds003645s_hed_curly/participants.tsv
new file mode 100644
index 00000000..ff52f24b
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/participants.tsv
@@ -0,0 +1,3 @@
+participant_id	age	gender
+sub-002	31	M
+sub-003	25	M
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/circle.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/circle.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/cross.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/cross.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f004.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f004.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f006.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f006.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f010.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f010.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f020.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f020.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f025.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f025.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f028.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f028.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f033.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f033.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f034.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f034.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f036.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f036.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f038.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f038.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f039.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f039.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f041.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f041.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f051.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f051.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f058.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f058.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f059.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f059.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f063.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f063.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f064.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f064.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f072.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f072.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f074.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f074.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f075.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f075.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f076.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f076.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f081.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f081.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f089.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f089.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f093.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f093.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f094.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f094.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f098.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f098.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f099.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f099.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f101.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f101.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f102.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f102.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f103.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f103.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f104.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f104.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f105.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f105.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f108.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f108.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f111.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f111.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f112.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f112.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f119.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f119.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f121.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f121.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f123.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f123.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f124.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f124.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f130.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f130.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f132.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f132.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f138.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f138.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f139.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f139.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f141.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f141.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f143.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f143.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f145.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f145.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f146.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f146.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f147.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f147.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f148.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f148.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/f150.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/f150.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s001.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s001.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s005.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s005.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s006.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s006.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s008.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s008.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s015.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s015.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s017.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s017.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s018.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s018.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s025.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s025.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s026.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s026.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s028.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s028.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s033.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s033.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s034.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s034.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s036.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s036.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s037.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s037.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s043.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s043.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s044.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s044.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s051.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s051.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s052.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s052.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s053.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s053.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s056.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s056.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s058.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s058.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s062.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s062.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s066.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s066.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s068.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s068.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s071.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s071.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s074.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s074.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s076.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s076.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s080.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s080.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s081.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s081.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s083.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s083.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s086.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s086.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s087.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s087.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s088.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s088.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s090.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s090.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s096.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s096.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s100.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s100.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s103.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s103.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s106.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s106.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s111.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s111.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s112.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s112.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s115.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s115.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s121.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s121.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s125.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s125.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s135.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s135.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s137.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s137.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s138.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s138.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s139.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s139.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s141.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s141.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s142.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s142.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/s150.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/s150.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u002.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u002.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u004.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u004.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u005.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u005.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u011.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u011.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u014.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u014.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u018.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u018.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u019.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u019.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u020.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u020.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u021.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u021.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u022.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u022.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u023.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u023.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u024.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u024.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u032.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u032.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u041.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u041.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u044.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u044.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u045.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u045.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u048.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u048.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u055.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u055.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u058.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u058.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u061.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u061.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u066.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u066.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u069.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u069.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u070.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u070.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u074.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u074.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u077.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u077.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u079.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u079.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u083.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u083.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u084.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u084.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u086.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u086.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u088.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u088.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u089.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u089.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u091.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u091.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u095.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u095.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u097.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u097.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u098.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u098.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u100.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u100.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u103.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u103.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u106.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u106.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u111.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u111.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u112.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u112.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u113.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u113.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u117.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u117.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u120.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u120.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u123.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u123.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u124.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u124.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u127.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u127.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u128.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u128.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u131.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u131.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u132.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u132.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u134.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u134.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u139.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u139.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u140.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u140.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/stimuli/u143.bmp b/datasets/eeg_ds003645s_hed_curly/stimuli/u143.bmp
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
new file mode 100644
index 00000000..3020ecb7
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
@@ -0,0 +1,382 @@
+name	type	units
+MEG0113	MISC	n/a
+MEG0112	MISC	n/a
+MEG0111	MISC	n/a
+MEG0122	MISC	n/a
+MEG0123	MISC	n/a
+MEG0121	MISC	n/a
+MEG0132	MISC	n/a
+MEG0133	MISC	n/a
+MEG0131	MISC	n/a
+MEG0143	MISC	n/a
+MEG0142	MISC	n/a
+MEG0141	MISC	n/a
+MEG0213	MISC	n/a
+MEG0212	MISC	n/a
+MEG0211	MISC	n/a
+MEG0222	MISC	n/a
+MEG0223	MISC	n/a
+MEG0221	MISC	n/a
+MEG0232	MISC	n/a
+MEG0233	MISC	n/a
+MEG0231	MISC	n/a
+MEG0243	MISC	n/a
+MEG0242	MISC	n/a
+MEG0241	MISC	n/a
+MEG0313	MISC	n/a
+MEG0312	MISC	n/a
+MEG0311	MISC	n/a
+MEG0322	MISC	n/a
+MEG0323	MISC	n/a
+MEG0321	MISC	n/a
+MEG0333	MISC	n/a
+MEG0332	MISC	n/a
+MEG0331	MISC	n/a
+MEG0343	MISC	n/a
+MEG0342	MISC	n/a
+MEG0341	MISC	n/a
+MEG0413	MISC	n/a
+MEG0412	MISC	n/a
+MEG0411	MISC	n/a
+MEG0422	MISC	n/a
+MEG0423	MISC	n/a
+MEG0421	MISC	n/a
+MEG0432	MISC	n/a
+MEG0433	MISC	n/a
+MEG0431	MISC	n/a
+MEG0443	MISC	n/a
+MEG0442	MISC	n/a
+MEG0441	MISC	n/a
+MEG0513	MISC	n/a
+MEG0512	MISC	n/a
+MEG0511	MISC	n/a
+MEG0523	MISC	n/a
+MEG0522	MISC	n/a
+MEG0521	MISC	n/a
+MEG0532	MISC	n/a
+MEG0533	MISC	n/a
+MEG0531	MISC	n/a
+MEG0542	MISC	n/a
+MEG0543	MISC	n/a
+MEG0541	MISC	n/a
+MEG0613	MISC	n/a
+MEG0612	MISC	n/a
+MEG0611	MISC	n/a
+MEG0622	MISC	n/a
+MEG0623	MISC	n/a
+MEG0621	MISC	n/a
+MEG0633	MISC	n/a
+MEG0632	MISC	n/a
+MEG0631	MISC	n/a
+MEG0642	MISC	n/a
+MEG0643	MISC	n/a
+MEG0641	MISC	n/a
+MEG0713	MISC	n/a
+MEG0712	MISC	n/a
+MEG0711	MISC	n/a
+MEG0723	MISC	n/a
+MEG0722	MISC	n/a
+MEG0721	MISC	n/a
+MEG0733	MISC	n/a
+MEG0732	MISC	n/a
+MEG0731	MISC	n/a
+MEG0743	MISC	n/a
+MEG0742	MISC	n/a
+MEG0741	MISC	n/a
+MEG0813	MISC	n/a
+MEG0812	MISC	n/a
+MEG0811	MISC	n/a
+MEG0822	MISC	n/a
+MEG0823	MISC	n/a
+MEG0821	MISC	n/a
+MEG0913	MISC	n/a
+MEG0912	MISC	n/a
+MEG0911	MISC	n/a
+MEG0923	MISC	n/a
+MEG0922	MISC	n/a
+MEG0921	MISC	n/a
+MEG0932	MISC	n/a
+MEG0933	MISC	n/a
+MEG0931	MISC	n/a
+MEG0942	MISC	n/a
+MEG0943	MISC	n/a
+MEG0941	MISC	n/a
+MEG1013	MISC	n/a
+MEG1012	MISC	n/a
+MEG1011	MISC	n/a
+MEG1023	MISC	n/a
+MEG1022	MISC	n/a
+MEG1021	MISC	n/a
+MEG1032	MISC	n/a
+MEG1033	MISC	n/a
+MEG1031	MISC	n/a
+MEG1043	MISC	n/a
+MEG1042	MISC	n/a
+MEG1041	MISC	n/a
+MEG1112	MISC	n/a
+MEG1113	MISC	n/a
+MEG1111	MISC	n/a
+MEG1123	MISC	n/a
+MEG1122	MISC	n/a
+MEG1121	MISC	n/a
+MEG1133	MISC	n/a
+MEG1132	MISC	n/a
+MEG1131	MISC	n/a
+MEG1142	MISC	n/a
+MEG1143	MISC	n/a
+MEG1141	MISC	n/a
+MEG1213	MISC	n/a
+MEG1212	MISC	n/a
+MEG1211	MISC	n/a
+MEG1223	MISC	n/a
+MEG1222	MISC	n/a
+MEG1221	MISC	n/a
+MEG1232	MISC	n/a
+MEG1233	MISC	n/a
+MEG1231	MISC	n/a
+MEG1243	MISC	n/a
+MEG1242	MISC	n/a
+MEG1241	MISC	n/a
+MEG1312	MISC	n/a
+MEG1313	MISC	n/a
+MEG1311	MISC	n/a
+MEG1323	MISC	n/a
+MEG1322	MISC	n/a
+MEG1321	MISC	n/a
+MEG1333	MISC	n/a
+MEG1332	MISC	n/a
+MEG1331	MISC	n/a
+MEG1342	MISC	n/a
+MEG1343	MISC	n/a
+MEG1341	MISC	n/a
+MEG1412	MISC	n/a
+MEG1413	MISC	n/a
+MEG1411	MISC	n/a
+MEG1423	MISC	n/a
+MEG1422	MISC	n/a
+MEG1421	MISC	n/a
+MEG1433	MISC	n/a
+MEG1432	MISC	n/a
+MEG1431	MISC	n/a
+MEG1442	MISC	n/a
+MEG1443	MISC	n/a
+MEG1441	MISC	n/a
+MEG1512	MISC	n/a
+MEG1513	MISC	n/a
+MEG1511	MISC	n/a
+MEG1522	MISC	n/a
+MEG1523	MISC	n/a
+MEG1521	MISC	n/a
+MEG1533	MISC	n/a
+MEG1532	MISC	n/a
+MEG1531	MISC	n/a
+MEG1543	MISC	n/a
+MEG1542	MISC	n/a
+MEG1541	MISC	n/a
+MEG1613	MISC	n/a
+MEG1612	MISC	n/a
+MEG1611	MISC	n/a
+MEG1622	MISC	n/a
+MEG1623	MISC	n/a
+MEG1621	MISC	n/a
+MEG1632	MISC	n/a
+MEG1633	MISC	n/a
+MEG1631	MISC	n/a
+MEG1643	MISC	n/a
+MEG1642	MISC	n/a
+MEG1641	MISC	n/a
+MEG1713	MISC	n/a
+MEG1712	MISC	n/a
+MEG1711	MISC	n/a
+MEG1722	MISC	n/a
+MEG1723	MISC	n/a
+MEG1721	MISC	n/a
+MEG1732	MISC	n/a
+MEG1733	MISC	n/a
+MEG1731	MISC	n/a
+MEG1743	MISC	n/a
+MEG1742	MISC	n/a
+MEG1741	MISC	n/a
+MEG1813	MISC	n/a
+MEG1812	MISC	n/a
+MEG1811	MISC	n/a
+MEG1822	MISC	n/a
+MEG1823	MISC	n/a
+MEG1821	MISC	n/a
+MEG1832	MISC	n/a
+MEG1833	MISC	n/a
+MEG1831	MISC	n/a
+MEG1843	MISC	n/a
+MEG1842	MISC	n/a
+MEG1841	MISC	n/a
+MEG1912	MISC	n/a
+MEG1913	MISC	n/a
+MEG1911	MISC	n/a
+MEG1923	MISC	n/a
+MEG1922	MISC	n/a
+MEG1921	MISC	n/a
+MEG1932	MISC	n/a
+MEG1933	MISC	n/a
+MEG1931	MISC	n/a
+MEG1943	MISC	n/a
+MEG1942	MISC	n/a
+MEG1941	MISC	n/a
+MEG2013	MISC	n/a
+MEG2012	MISC	n/a
+MEG2011	MISC	n/a
+MEG2023	MISC	n/a
+MEG2022	MISC	n/a
+MEG2021	MISC	n/a
+MEG2032	MISC	n/a
+MEG2033	MISC	n/a
+MEG2031	MISC	n/a
+MEG2042	MISC	n/a
+MEG2043	MISC	n/a
+MEG2041	MISC	n/a
+MEG2113	MISC	n/a
+MEG2112	MISC	n/a
+MEG2111	MISC	n/a
+MEG2122	MISC	n/a
+MEG2123	MISC	n/a
+MEG2121	MISC	n/a
+MEG2133	MISC	n/a
+MEG2132	MISC	n/a
+MEG2131	MISC	n/a
+MEG2143	MISC	n/a
+MEG2142	MISC	n/a
+MEG2141	MISC	n/a
+MEG2212	MISC	n/a
+MEG2213	MISC	n/a
+MEG2211	MISC	n/a
+MEG2223	MISC	n/a
+MEG2222	MISC	n/a
+MEG2221	MISC	n/a
+MEG2233	MISC	n/a
+MEG2232	MISC	n/a
+MEG2231	MISC	n/a
+MEG2242	MISC	n/a
+MEG2243	MISC	n/a
+MEG2241	MISC	n/a
+MEG2312	MISC	n/a
+MEG2313	MISC	n/a
+MEG2311	MISC	n/a
+MEG2323	MISC	n/a
+MEG2322	MISC	n/a
+MEG2321	MISC	n/a
+MEG2332	MISC	n/a
+MEG2333	MISC	n/a
+MEG2331	MISC	n/a
+MEG2343	MISC	n/a
+MEG2342	MISC	n/a
+MEG2341	MISC	n/a
+MEG2412	MISC	n/a
+MEG2413	MISC	n/a
+MEG2411	MISC	n/a
+MEG2423	MISC	n/a
+MEG2422	MISC	n/a
+MEG2421	MISC	n/a
+MEG2433	MISC	n/a
+MEG2432	MISC	n/a
+MEG2431	MISC	n/a
+MEG2442	MISC	n/a
+MEG2443	MISC	n/a
+MEG2441	MISC	n/a
+MEG2512	MISC	n/a
+MEG2513	MISC	n/a
+MEG2511	MISC	n/a
+MEG2522	MISC	n/a
+MEG2523	MISC	n/a
+MEG2521	MISC	n/a
+MEG2533	MISC	n/a
+MEG2532	MISC	n/a
+MEG2531	MISC	n/a
+MEG2543	MISC	n/a
+MEG2542	MISC	n/a
+MEG2541	MISC	n/a
+MEG2612	MISC	n/a
+MEG2613	MISC	n/a
+MEG2611	MISC	n/a
+MEG2623	MISC	n/a
+MEG2622	MISC	n/a
+MEG2621	MISC	n/a
+MEG2633	MISC	n/a
+MEG2632	MISC	n/a
+MEG2631	MISC	n/a
+MEG2642	MISC	n/a
+MEG2643	MISC	n/a
+MEG2641	MISC	n/a
+EEG001	EEG	microV
+EEG002	EEG	microV
+EEG003	EEG	microV
+EEG004	EEG	microV
+EEG005	EEG	microV
+EEG006	EEG	microV
+EEG007	EEG	microV
+EEG008	EEG	microV
+EEG009	EEG	microV
+EEG010	EEG	microV
+EEG011	EEG	microV
+EEG012	EEG	microV
+EEG013	EEG	microV
+EEG014	EEG	microV
+EEG015	EEG	microV
+EEG016	EEG	microV
+EEG017	EEG	microV
+EEG018	EEG	microV
+EEG019	EEG	microV
+EEG020	EEG	microV
+EEG021	EEG	microV
+EEG022	EEG	microV
+EEG023	EEG	microV
+EEG024	EEG	microV
+EEG025	EEG	microV
+EEG026	EEG	microV
+EEG027	EEG	microV
+EEG028	EEG	microV
+EEG029	EEG	microV
+EEG030	EEG	microV
+EEG031	EEG	microV
+EEG032	EEG	microV
+EEG033	EEG	microV
+EEG034	EEG	microV
+EEG035	EEG	microV
+EEG036	EEG	microV
+EEG037	EEG	microV
+EEG038	EEG	microV
+EEG039	EEG	microV
+EEG040	EEG	microV
+EEG041	EEG	microV
+EEG042	EEG	microV
+EEG043	EEG	microV
+EEG044	EEG	microV
+EEG045	EEG	microV
+EEG046	EEG	microV
+EEG047	EEG	microV
+EEG048	EEG	microV
+EEG049	EEG	microV
+EEG050	EEG	microV
+EEG051	EEG	microV
+EEG052	EEG	microV
+EEG053	EEG	microV
+EEG054	EEG	microV
+EEG055	EEG	microV
+EEG056	EEG	microV
+EEG057	EEG	microV
+EEG058	EEG	microV
+EEG059	EEG	microV
+EEG060	EEG	microV
+EEG061	HEOG	n/a
+EEG062	VEOG	n/a
+EEG063	MISC	n/a
+EEG064	MISC	n/a
+EEG065	EEG	microV
+EEG066	EEG	microV
+EEG067	EEG	microV
+EEG068	EEG	microV
+EEG069	EEG	microV
+EEG070	EEG	microV
+EEG071	EEG	microV
+EEG072	EEG	microV
+EEG073	EEG	microV
+EEG074	EEG	microV
+STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json
new file mode 100644
index 00000000..f57fa2c6
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json
@@ -0,0 +1,24 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "EEGPlacementScheme": "extended 10-10% system",
+  "CapManufacturer": "Easycap",
+  "EEGChannelCount": 70,
+  "EOGChannelCount": 2,
+  "RecordingType": "continuous",
+  "MiscChannelCount": 309,
+  "RecordingDuration": 491,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.set b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.set
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
new file mode 100644
index 00000000..24b41a36
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+24.2098181818	n/a	6052.4545	show_face_initial	unfamiliar_face	first_show	1	n/a	13	u032.bmp
+25.0352727273	n/a	6258.8182	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+25.158	n/a	6289.5	left_press	n/a	n/a	1	n/a	256	n/a
+26.7352727273	n/a	6683.8182	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+27.2498181818	n/a	6812.4545	show_face	unfamiliar_face	immediate_repeat	2	1	14	u032.bmp
+27.8970909091	n/a	6974.2727	left_press	n/a	n/a	2	n/a	256	n/a
+28.0998181818	n/a	7024.9545	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+29.7998181818	n/a	7449.9545	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+30.3570909091	n/a	7589.2727	show_face	unfamiliar_face	first_show	3	n/a	13	u088.bmp
+31.188	n/a	7797.0	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+32.888	n/a	8222.0	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+33.3643636364	n/a	8341.0909	show_face	unfamiliar_face	first_show	4	n/a	13	u084.bmp
+34.368	n/a	8592.0	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+36.068	n/a	9017.0	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+36.5561818182	n/a	9139.0455	show_face	famous_face	first_show	5	n/a	5	f123.bmp
+37.3161818182	n/a	9329.0455	right_press	n/a	n/a	5	n/a	4096	n/a
+37.3825454545	n/a	9345.6364	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+39.0825454545	n/a	9770.6364	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+39.5789090909	n/a	9894.7273	show_face	unfamiliar_face	first_show	6	n/a	13	u022.bmp
+40.581636363600005	n/a	10145.4091	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+42.2816363636	n/a	10570.4091	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+42.8025454545	n/a	10700.6364	show_face	famous_face	first_show	7	n/a	5	f094.bmp
+43.5489090909	n/a	10887.2273	right_press	n/a	n/a	7	n/a	4096	n/a
+43.7198181818	n/a	10929.9545	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+45.4198181818	n/a	11354.9545	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+46.043454545500005	n/a	11510.8636	show_face	scrambled_face	first_show	8	n/a	17	s150.bmp
+46.95072727270001	n/a	11737.6818	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+48.6507272727	n/a	12162.6818	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+49.1343636364	n/a	12283.5909	show_face	unfamiliar_face	delayed_repeat	9	6	15	u088.bmp
+50.1352727273	n/a	12533.8182	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+51.8352727273	n/a	12958.8182	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+52.3916363636	n/a	13097.9091	show_face	famous_face	first_show	10	n/a	5	f063.bmp
+53.100727272700006	n/a	13275.1818	right_press	n/a	n/a	10	n/a	4096	n/a
+53.2616363636	n/a	13315.4091	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+54.96163636359999	n/a	13740.4091	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+55.5489090909	n/a	13887.2273	show_face	unfamiliar_face	delayed_repeat	11	7	15	u084.bmp
+56.5589090909	n/a	14139.7273	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+58.258909090900005	n/a	14564.7273	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+58.8061818182	n/a	14701.5455	show_face	unfamiliar_face	first_show	12	n/a	13	u004.bmp
+59.5407272727	n/a	14885.1818	left_press	n/a	n/a	12	n/a	256	n/a
+59.7270909091	n/a	14931.7727	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+61.4270909091	n/a	15356.7727	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+61.9134545455	n/a	15478.3636	show_face	unfamiliar_face	immediate_repeat	13	1	14	u004.bmp
+62.850727272700006	n/a	15712.6818	left_press	n/a	n/a	13	n/a	256	n/a
+62.8934545455	n/a	15723.3636	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+64.5934545455	n/a	16148.3636	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+65.10436363640001	n/a	16276.0909	show_face	famous_face	delayed_repeat	14	9	7	f123.bmp
+65.7989090909	n/a	16449.7273	right_press	n/a	n/a	14	n/a	4096	n/a
+66.10436363640001	n/a	16526.0909	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+67.8043636364	n/a	16951.0909	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+68.4289090909	n/a	17107.2273	show_face	famous_face	first_show	15	n/a	5	f006.bmp
+69.3470909091	n/a	17336.7727	right_press	n/a	n/a	15	n/a	4096	n/a
+69.3625454545	n/a	17340.6364	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+71.0625454545	n/a	17765.6364	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+71.6025454545	n/a	17900.6364	show_face	unfamiliar_face	delayed_repeat	16	10	15	u022.bmp
+72.32981818180001	n/a	18082.4545	right_press	n/a	n/a	16	n/a	4096	n/a
+72.5616363636	n/a	18140.4091	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+74.26163636359999	n/a	18565.4091	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+74.7598181818	n/a	18689.9545	show_face	scrambled_face	first_show	17	n/a	17	s043.bmp
+75.6989090909	n/a	18924.7273	left_press	n/a	n/a	17	n/a	256	n/a
+75.7334545455	n/a	18933.3636	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+77.4334545455	n/a	19358.3636	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+78.0670909091	n/a	19516.7727	show_face	scrambled_face	immediate_repeat	18	1	18	s043.bmp
+78.8107272727	n/a	19702.6818	left_press	n/a	n/a	18	n/a	256	n/a
+78.9434545455	n/a	19735.8636	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+80.6434545455	n/a	20160.8636	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+81.1916363636	n/a	20297.9091	show_face	famous_face	delayed_repeat	19	12	7	f094.bmp
+81.8416363636	n/a	20460.4091	right_press	n/a	n/a	19	n/a	4096	n/a
+82.1370909091	n/a	20534.2727	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+83.8370909091	n/a	20959.2727	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+84.4989090909	n/a	21124.7273	show_face	scrambled_face	first_show	20	n/a	17	s083.bmp
+85.43072727270001	n/a	21357.6818	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+85.6189090909	n/a	21404.7273	left_press	n/a	n/a	20	n/a	256	n/a
+87.1307272727	n/a	21782.6818	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+87.75618181819999	n/a	21939.0455	show_face	scrambled_face	immediate_repeat	21	1	18	s083.bmp
+88.6252727273	n/a	22156.3182	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+90.3252727273	n/a	22581.3182	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+90.8970909091	n/a	22724.2727	show_face	scrambled_face	delayed_repeat	22	14	19	s150.bmp
+91.7243636364	n/a	22931.0909	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+93.4243636364	n/a	23356.0909	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+93.8870909091	n/a	23471.7727	show_face	famous_face	first_show	23	n/a	5	f093.bmp
+94.7770909091	n/a	23694.2727	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+94.8107272727	n/a	23702.6818	left_press	n/a	n/a	23	n/a	256	n/a
+96.4770909091	n/a	24119.2727	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+97.078	n/a	24269.5	show_face	famous_face	delayed_repeat	24	14	7	f063.bmp
+97.668	n/a	24417.0	right_press	n/a	n/a	24	n/a	4096	n/a
+97.9389090909	n/a	24484.7273	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+99.6389090909	n/a	24909.7273	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+100.218	n/a	25054.5	show_face	famous_face	first_show	25	n/a	5	f143.bmp
+100.9407272727	n/a	25235.1818	right_press	n/a	n/a	25	n/a	4096	n/a
+101.2198181818	n/a	25304.9545	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+102.9198181818	n/a	25729.9545	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+103.4589090909	n/a	25864.7273	show_face	famous_face	immediate_repeat	26	1	6	f143.bmp
+104.0743636364	n/a	26018.5909	right_press	n/a	n/a	26	n/a	4096	n/a
+104.3925454545	n/a	26098.1364	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+106.0925454545	n/a	26523.1364	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+106.5661818182	n/a	26641.5455	show_face	scrambled_face	first_show	27	n/a	17	s142.bmp
+107.408	n/a	26852.0	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+107.4134545455	n/a	26853.3636	left_press	n/a	n/a	27	n/a	256	n/a
+109.108	n/a	27277.0	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+109.7407272727	n/a	27435.1818	show_face	famous_face	delayed_repeat	28	13	7	f006.bmp
+110.5252727273	n/a	27631.3182	left_press	n/a	n/a	28	n/a	256	n/a
+110.7089090909	n/a	27677.2273	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+112.4089090909	n/a	28102.2273	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+112.998	n/a	28249.5	show_face	unfamiliar_face	first_show	29	n/a	13	u131.bmp
+113.7443636364	n/a	28436.0909	left_press	n/a	n/a	29	n/a	256	n/a
+113.9298181818	n/a	28482.4545	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+115.6298181818	n/a	28907.4545	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+116.138	n/a	29034.5	show_face	unfamiliar_face	first_show	30	n/a	13	u020.bmp
+117.1143636364	n/a	29278.5909	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+118.8143636364	n/a	29703.5909	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+119.2789090909	n/a	29819.7273	show_face	unfamiliar_face	immediate_repeat	31	1	14	u020.bmp
+119.8943636364	n/a	29973.5909	left_press	n/a	n/a	31	n/a	256	n/a
+120.1043636364	n/a	30026.0909	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+121.8043636364	n/a	30451.0909	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+122.3025454545	n/a	30575.6364	show_face	scrambled_face	first_show	32	n/a	17	s088.bmp
+123.1370909091	n/a	30784.2727	left_press	n/a	n/a	32	n/a	256	n/a
+123.2089090909	n/a	30802.2273	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+124.9089090909	n/a	31227.2273	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+125.4098181818	n/a	31352.4545	show_face	famous_face	delayed_repeat	33	10	7	f093.bmp
+126.0852727273	n/a	31521.3182	right_press	n/a	n/a	33	n/a	4096	n/a
+126.3307272727	n/a	31582.6818	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+128.0307272727	n/a	32007.6818	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+128.5834545455	n/a	32145.8636	show_face	scrambled_face	first_show	34	n/a	17	s081.bmp
+129.5343636364	n/a	32383.5909	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+129.778	n/a	32444.5	right_press	n/a	n/a	34	n/a	4096	n/a
+131.2343636364	n/a	32808.5909	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+131.758	n/a	32939.5	show_face	scrambled_face	immediate_repeat	35	1	18	s081.bmp
+132.7398181818	n/a	33184.9545	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+132.7798181818	n/a	33194.9545	left_press	n/a	n/a	35	n/a	256	n/a
+134.4398181818	n/a	33609.9545	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+135.0816363636	n/a	33770.4091	show_face	unfamiliar_face	first_show	36	n/a	13	u077.bmp
+135.9107272727	n/a	33977.6818	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+135.9407272727	n/a	33985.1818	right_press	n/a	n/a	36	n/a	4096	n/a
+137.61072727270002	n/a	34402.6818	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+138.2061818182	n/a	34551.5455	show_face	unfamiliar_face	immediate_repeat	37	1	14	u077.bmp
+139.1061818182	n/a	34776.5455	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+139.12345454549998	n/a	34780.8636	right_press	n/a	n/a	37	n/a	4096	n/a
+140.8061818182	n/a	35201.5455	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+141.4307272727	n/a	35357.6818	show_face	scrambled_face	delayed_repeat	38	11	19	s142.bmp
+142.2698181818	n/a	35567.4545	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+142.32254545450002	n/a	35580.6364	left_press	n/a	n/a	38	n/a	256	n/a
+143.9698181818	n/a	35992.4545	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+144.6207272727	n/a	36155.1818	show_face	scrambled_face	first_show	39	n/a	17	s034.bmp
+145.4498181818	n/a	36362.4545	right_press	n/a	n/a	39	n/a	4096	n/a
+145.478	n/a	36369.5	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+147.178	n/a	36794.5	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+147.74436363639998	n/a	36936.0909	show_face	scrambled_face	immediate_repeat	40	1	18	s034.bmp
+148.7343636364	n/a	37183.5909	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+148.7452727273	n/a	37186.3182	right_press	n/a	n/a	40	n/a	4096	n/a
+150.4343636364	n/a	37608.5909	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+150.9016363636	n/a	37725.4091	show_face	unfamiliar_face	delayed_repeat	41	12	15	u131.bmp
+151.868	n/a	37967.0	right_press	n/a	n/a	41	n/a	4096	n/a
+151.9189090909	n/a	37979.7273	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+151.9752727273	n/a	37993.8182	double_press	n/a	n/a	41	n/a	4352	n/a
+153.6189090909	n/a	38404.7273	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+154.2598181818	n/a	38564.9545	show_face	unfamiliar_face	first_show	42	n/a	13	u100.bmp
+155.0989090909	n/a	38774.7273	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+155.1689090909	n/a	38792.2273	left_press	n/a	n/a	42	n/a	256	n/a
+156.7989090909	n/a	39199.7273	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+157.43345454549998	n/a	39358.3636	show_face	unfamiliar_face	immediate_repeat	43	1	14	u100.bmp
+157.9898181818	n/a	39497.4545	left_press	n/a	n/a	43	n/a	256	n/a
+158.3389090909	n/a	39584.7273	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+160.0389090909	n/a	40009.7273	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+160.5070909091	n/a	40126.7727	show_face	scrambled_face	first_show	44	n/a	17	s087.bmp
+161.3289090909	n/a	40332.2273	left_press	n/a	n/a	44	n/a	256	n/a
+161.4152727273	n/a	40353.8182	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+163.1152727273	n/a	40778.8182	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+163.748	n/a	40937.0	show_face	scrambled_face	immediate_repeat	45	1	18	s087.bmp
+164.4807272727	n/a	41120.1818	right_press	n/a	n/a	45	n/a	4096	n/a
+164.7252727273	n/a	41181.3182	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+166.42527272729998	n/a	41606.3182	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+166.97254545450002	n/a	41743.1364	show_face	scrambled_face	delayed_repeat	46	14	19	s088.bmp
+167.9352727273	n/a	41983.8182	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+168.1816363636	n/a	42045.4091	left_press	n/a	n/a	46	n/a	256	n/a
+169.6352727273	n/a	42408.8182	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+170.2298181818	n/a	42557.4545	show_face	scrambled_face	first_show	47	n/a	17	s074.bmp
+171.0552727273	n/a	42763.8182	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+171.398	n/a	42849.5	right_press	n/a	n/a	47	n/a	4096	n/a
+172.7552727273	n/a	43188.8182	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+173.2534545455	n/a	43313.3636	show_face	unfamiliar_face	first_show	48	n/a	13	u058.bmp
+174.1370909091	n/a	43534.2727	right_press	n/a	n/a	48	n/a	4096	n/a
+174.1789090909	n/a	43544.7273	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+175.8789090909	n/a	43969.7273	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+176.49436363639998	n/a	44123.5909	show_face	unfamiliar_face	immediate_repeat	49	1	14	u058.bmp
+177.33436363639998	n/a	44333.5909	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+177.4043636364	n/a	44351.0909	right_press	n/a	n/a	49	n/a	4096	n/a
+179.0343636364	n/a	44758.5909	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+179.6343636364	n/a	44908.5909	show_face	famous_face	first_show	50	n/a	5	f038.bmp
+180.4970909091	n/a	45124.2727	show_circle	n/a	n/a	50	n/a	0	circle.bmp
+180.6652727273	n/a	45166.3182	left_press	n/a	n/a	50	n/a	256	n/a
+182.1970909091	n/a	45549.2727	show_cross	n/a	n/a	51	n/a	1	cross.bmp
+182.6752727273	n/a	45668.8182	show_face	scrambled_face	first_show	51	n/a	17	s090.bmp
+183.4961818182	n/a	45874.0455	show_circle	n/a	n/a	51	n/a	0	circle.bmp
+183.4961818182	n/a	45874.0455	right_press	n/a	n/a	51	n/a	4096	n/a
+185.1961818182	n/a	46299.0455	show_cross	n/a	n/a	52	n/a	1	cross.bmp
+185.6652727273	n/a	46416.3182	show_face	famous_face	first_show	52	n/a	5	f020.bmp
+186.3670909091	n/a	46591.7727	right_press	n/a	n/a	52	n/a	4096	n/a
+186.6225454545	n/a	46655.6364	show_circle	n/a	n/a	52	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
new file mode 100644
index 00000000..3020ecb7
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
@@ -0,0 +1,382 @@
+name	type	units
+MEG0113	MISC	n/a
+MEG0112	MISC	n/a
+MEG0111	MISC	n/a
+MEG0122	MISC	n/a
+MEG0123	MISC	n/a
+MEG0121	MISC	n/a
+MEG0132	MISC	n/a
+MEG0133	MISC	n/a
+MEG0131	MISC	n/a
+MEG0143	MISC	n/a
+MEG0142	MISC	n/a
+MEG0141	MISC	n/a
+MEG0213	MISC	n/a
+MEG0212	MISC	n/a
+MEG0211	MISC	n/a
+MEG0222	MISC	n/a
+MEG0223	MISC	n/a
+MEG0221	MISC	n/a
+MEG0232	MISC	n/a
+MEG0233	MISC	n/a
+MEG0231	MISC	n/a
+MEG0243	MISC	n/a
+MEG0242	MISC	n/a
+MEG0241	MISC	n/a
+MEG0313	MISC	n/a
+MEG0312	MISC	n/a
+MEG0311	MISC	n/a
+MEG0322	MISC	n/a
+MEG0323	MISC	n/a
+MEG0321	MISC	n/a
+MEG0333	MISC	n/a
+MEG0332	MISC	n/a
+MEG0331	MISC	n/a
+MEG0343	MISC	n/a
+MEG0342	MISC	n/a
+MEG0341	MISC	n/a
+MEG0413	MISC	n/a
+MEG0412	MISC	n/a
+MEG0411	MISC	n/a
+MEG0422	MISC	n/a
+MEG0423	MISC	n/a
+MEG0421	MISC	n/a
+MEG0432	MISC	n/a
+MEG0433	MISC	n/a
+MEG0431	MISC	n/a
+MEG0443	MISC	n/a
+MEG0442	MISC	n/a
+MEG0441	MISC	n/a
+MEG0513	MISC	n/a
+MEG0512	MISC	n/a
+MEG0511	MISC	n/a
+MEG0523	MISC	n/a
+MEG0522	MISC	n/a
+MEG0521	MISC	n/a
+MEG0532	MISC	n/a
+MEG0533	MISC	n/a
+MEG0531	MISC	n/a
+MEG0542	MISC	n/a
+MEG0543	MISC	n/a
+MEG0541	MISC	n/a
+MEG0613	MISC	n/a
+MEG0612	MISC	n/a
+MEG0611	MISC	n/a
+MEG0622	MISC	n/a
+MEG0623	MISC	n/a
+MEG0621	MISC	n/a
+MEG0633	MISC	n/a
+MEG0632	MISC	n/a
+MEG0631	MISC	n/a
+MEG0642	MISC	n/a
+MEG0643	MISC	n/a
+MEG0641	MISC	n/a
+MEG0713	MISC	n/a
+MEG0712	MISC	n/a
+MEG0711	MISC	n/a
+MEG0723	MISC	n/a
+MEG0722	MISC	n/a
+MEG0721	MISC	n/a
+MEG0733	MISC	n/a
+MEG0732	MISC	n/a
+MEG0731	MISC	n/a
+MEG0743	MISC	n/a
+MEG0742	MISC	n/a
+MEG0741	MISC	n/a
+MEG0813	MISC	n/a
+MEG0812	MISC	n/a
+MEG0811	MISC	n/a
+MEG0822	MISC	n/a
+MEG0823	MISC	n/a
+MEG0821	MISC	n/a
+MEG0913	MISC	n/a
+MEG0912	MISC	n/a
+MEG0911	MISC	n/a
+MEG0923	MISC	n/a
+MEG0922	MISC	n/a
+MEG0921	MISC	n/a
+MEG0932	MISC	n/a
+MEG0933	MISC	n/a
+MEG0931	MISC	n/a
+MEG0942	MISC	n/a
+MEG0943	MISC	n/a
+MEG0941	MISC	n/a
+MEG1013	MISC	n/a
+MEG1012	MISC	n/a
+MEG1011	MISC	n/a
+MEG1023	MISC	n/a
+MEG1022	MISC	n/a
+MEG1021	MISC	n/a
+MEG1032	MISC	n/a
+MEG1033	MISC	n/a
+MEG1031	MISC	n/a
+MEG1043	MISC	n/a
+MEG1042	MISC	n/a
+MEG1041	MISC	n/a
+MEG1112	MISC	n/a
+MEG1113	MISC	n/a
+MEG1111	MISC	n/a
+MEG1123	MISC	n/a
+MEG1122	MISC	n/a
+MEG1121	MISC	n/a
+MEG1133	MISC	n/a
+MEG1132	MISC	n/a
+MEG1131	MISC	n/a
+MEG1142	MISC	n/a
+MEG1143	MISC	n/a
+MEG1141	MISC	n/a
+MEG1213	MISC	n/a
+MEG1212	MISC	n/a
+MEG1211	MISC	n/a
+MEG1223	MISC	n/a
+MEG1222	MISC	n/a
+MEG1221	MISC	n/a
+MEG1232	MISC	n/a
+MEG1233	MISC	n/a
+MEG1231	MISC	n/a
+MEG1243	MISC	n/a
+MEG1242	MISC	n/a
+MEG1241	MISC	n/a
+MEG1312	MISC	n/a
+MEG1313	MISC	n/a
+MEG1311	MISC	n/a
+MEG1323	MISC	n/a
+MEG1322	MISC	n/a
+MEG1321	MISC	n/a
+MEG1333	MISC	n/a
+MEG1332	MISC	n/a
+MEG1331	MISC	n/a
+MEG1342	MISC	n/a
+MEG1343	MISC	n/a
+MEG1341	MISC	n/a
+MEG1412	MISC	n/a
+MEG1413	MISC	n/a
+MEG1411	MISC	n/a
+MEG1423	MISC	n/a
+MEG1422	MISC	n/a
+MEG1421	MISC	n/a
+MEG1433	MISC	n/a
+MEG1432	MISC	n/a
+MEG1431	MISC	n/a
+MEG1442	MISC	n/a
+MEG1443	MISC	n/a
+MEG1441	MISC	n/a
+MEG1512	MISC	n/a
+MEG1513	MISC	n/a
+MEG1511	MISC	n/a
+MEG1522	MISC	n/a
+MEG1523	MISC	n/a
+MEG1521	MISC	n/a
+MEG1533	MISC	n/a
+MEG1532	MISC	n/a
+MEG1531	MISC	n/a
+MEG1543	MISC	n/a
+MEG1542	MISC	n/a
+MEG1541	MISC	n/a
+MEG1613	MISC	n/a
+MEG1612	MISC	n/a
+MEG1611	MISC	n/a
+MEG1622	MISC	n/a
+MEG1623	MISC	n/a
+MEG1621	MISC	n/a
+MEG1632	MISC	n/a
+MEG1633	MISC	n/a
+MEG1631	MISC	n/a
+MEG1643	MISC	n/a
+MEG1642	MISC	n/a
+MEG1641	MISC	n/a
+MEG1713	MISC	n/a
+MEG1712	MISC	n/a
+MEG1711	MISC	n/a
+MEG1722	MISC	n/a
+MEG1723	MISC	n/a
+MEG1721	MISC	n/a
+MEG1732	MISC	n/a
+MEG1733	MISC	n/a
+MEG1731	MISC	n/a
+MEG1743	MISC	n/a
+MEG1742	MISC	n/a
+MEG1741	MISC	n/a
+MEG1813	MISC	n/a
+MEG1812	MISC	n/a
+MEG1811	MISC	n/a
+MEG1822	MISC	n/a
+MEG1823	MISC	n/a
+MEG1821	MISC	n/a
+MEG1832	MISC	n/a
+MEG1833	MISC	n/a
+MEG1831	MISC	n/a
+MEG1843	MISC	n/a
+MEG1842	MISC	n/a
+MEG1841	MISC	n/a
+MEG1912	MISC	n/a
+MEG1913	MISC	n/a
+MEG1911	MISC	n/a
+MEG1923	MISC	n/a
+MEG1922	MISC	n/a
+MEG1921	MISC	n/a
+MEG1932	MISC	n/a
+MEG1933	MISC	n/a
+MEG1931	MISC	n/a
+MEG1943	MISC	n/a
+MEG1942	MISC	n/a
+MEG1941	MISC	n/a
+MEG2013	MISC	n/a
+MEG2012	MISC	n/a
+MEG2011	MISC	n/a
+MEG2023	MISC	n/a
+MEG2022	MISC	n/a
+MEG2021	MISC	n/a
+MEG2032	MISC	n/a
+MEG2033	MISC	n/a
+MEG2031	MISC	n/a
+MEG2042	MISC	n/a
+MEG2043	MISC	n/a
+MEG2041	MISC	n/a
+MEG2113	MISC	n/a
+MEG2112	MISC	n/a
+MEG2111	MISC	n/a
+MEG2122	MISC	n/a
+MEG2123	MISC	n/a
+MEG2121	MISC	n/a
+MEG2133	MISC	n/a
+MEG2132	MISC	n/a
+MEG2131	MISC	n/a
+MEG2143	MISC	n/a
+MEG2142	MISC	n/a
+MEG2141	MISC	n/a
+MEG2212	MISC	n/a
+MEG2213	MISC	n/a
+MEG2211	MISC	n/a
+MEG2223	MISC	n/a
+MEG2222	MISC	n/a
+MEG2221	MISC	n/a
+MEG2233	MISC	n/a
+MEG2232	MISC	n/a
+MEG2231	MISC	n/a
+MEG2242	MISC	n/a
+MEG2243	MISC	n/a
+MEG2241	MISC	n/a
+MEG2312	MISC	n/a
+MEG2313	MISC	n/a
+MEG2311	MISC	n/a
+MEG2323	MISC	n/a
+MEG2322	MISC	n/a
+MEG2321	MISC	n/a
+MEG2332	MISC	n/a
+MEG2333	MISC	n/a
+MEG2331	MISC	n/a
+MEG2343	MISC	n/a
+MEG2342	MISC	n/a
+MEG2341	MISC	n/a
+MEG2412	MISC	n/a
+MEG2413	MISC	n/a
+MEG2411	MISC	n/a
+MEG2423	MISC	n/a
+MEG2422	MISC	n/a
+MEG2421	MISC	n/a
+MEG2433	MISC	n/a
+MEG2432	MISC	n/a
+MEG2431	MISC	n/a
+MEG2442	MISC	n/a
+MEG2443	MISC	n/a
+MEG2441	MISC	n/a
+MEG2512	MISC	n/a
+MEG2513	MISC	n/a
+MEG2511	MISC	n/a
+MEG2522	MISC	n/a
+MEG2523	MISC	n/a
+MEG2521	MISC	n/a
+MEG2533	MISC	n/a
+MEG2532	MISC	n/a
+MEG2531	MISC	n/a
+MEG2543	MISC	n/a
+MEG2542	MISC	n/a
+MEG2541	MISC	n/a
+MEG2612	MISC	n/a
+MEG2613	MISC	n/a
+MEG2611	MISC	n/a
+MEG2623	MISC	n/a
+MEG2622	MISC	n/a
+MEG2621	MISC	n/a
+MEG2633	MISC	n/a
+MEG2632	MISC	n/a
+MEG2631	MISC	n/a
+MEG2642	MISC	n/a
+MEG2643	MISC	n/a
+MEG2641	MISC	n/a
+EEG001	EEG	microV
+EEG002	EEG	microV
+EEG003	EEG	microV
+EEG004	EEG	microV
+EEG005	EEG	microV
+EEG006	EEG	microV
+EEG007	EEG	microV
+EEG008	EEG	microV
+EEG009	EEG	microV
+EEG010	EEG	microV
+EEG011	EEG	microV
+EEG012	EEG	microV
+EEG013	EEG	microV
+EEG014	EEG	microV
+EEG015	EEG	microV
+EEG016	EEG	microV
+EEG017	EEG	microV
+EEG018	EEG	microV
+EEG019	EEG	microV
+EEG020	EEG	microV
+EEG021	EEG	microV
+EEG022	EEG	microV
+EEG023	EEG	microV
+EEG024	EEG	microV
+EEG025	EEG	microV
+EEG026	EEG	microV
+EEG027	EEG	microV
+EEG028	EEG	microV
+EEG029	EEG	microV
+EEG030	EEG	microV
+EEG031	EEG	microV
+EEG032	EEG	microV
+EEG033	EEG	microV
+EEG034	EEG	microV
+EEG035	EEG	microV
+EEG036	EEG	microV
+EEG037	EEG	microV
+EEG038	EEG	microV
+EEG039	EEG	microV
+EEG040	EEG	microV
+EEG041	EEG	microV
+EEG042	EEG	microV
+EEG043	EEG	microV
+EEG044	EEG	microV
+EEG045	EEG	microV
+EEG046	EEG	microV
+EEG047	EEG	microV
+EEG048	EEG	microV
+EEG049	EEG	microV
+EEG050	EEG	microV
+EEG051	EEG	microV
+EEG052	EEG	microV
+EEG053	EEG	microV
+EEG054	EEG	microV
+EEG055	EEG	microV
+EEG056	EEG	microV
+EEG057	EEG	microV
+EEG058	EEG	microV
+EEG059	EEG	microV
+EEG060	EEG	microV
+EEG061	HEOG	n/a
+EEG062	VEOG	n/a
+EEG063	MISC	n/a
+EEG064	MISC	n/a
+EEG065	EEG	microV
+EEG066	EEG	microV
+EEG067	EEG	microV
+EEG068	EEG	microV
+EEG069	EEG	microV
+EEG070	EEG	microV
+EEG071	EEG	microV
+EEG072	EEG	microV
+EEG073	EEG	microV
+EEG074	EEG	microV
+STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json
new file mode 100644
index 00000000..31deb23d
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json
@@ -0,0 +1,24 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "EEGPlacementScheme": "extended 10-10% system",
+  "CapManufacturer": "Easycap",
+  "EEGChannelCount": 70,
+  "EOGChannelCount": 2,
+  "RecordingType": "continuous",
+  "MiscChannelCount": 309,
+  "RecordingDuration": 497,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.set b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.set
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
new file mode 100644
index 00000000..23478a2c
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+25.696181818200003	n/a	6424.0455	show_face_initial	scrambled_face	first_show	1	n/a	17	s096.bmp
+26.5616363636	n/a	6640.4091	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+28.2616363636	n/a	7065.4091	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+28.8870909091	n/a	7221.7727	show_face	famous_face	first_show	2	n/a	5	f148.bmp
+29.771636363600003	n/a	7442.9091	right_press	n/a	n/a	2	n/a	4096	n/a
+29.9052727273	n/a	7476.3182	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+31.6052727273	n/a	7901.3182	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+32.1943636364	n/a	8048.5909	show_face	famous_face	immediate_repeat	3	1	6	f148.bmp
+32.7898181818	n/a	8197.4545	right_press	n/a	n/a	3	n/a	4096	n/a
+33.0316363636	n/a	8257.9091	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+34.7316363636	n/a	8682.9091	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+35.1843636364	n/a	8796.0909	show_face	scrambled_face	first_show	4	n/a	17	s071.bmp
+36.0289090909	n/a	9007.2273	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+36.1089090909	n/a	9027.2273	right_press	n/a	n/a	4	n/a	4096	n/a
+37.7289090909	n/a	9432.2273	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+38.3589090909	n/a	9589.7273	show_face	scrambled_face	immediate_repeat	5	1	18	s071.bmp
+38.8270909091	n/a	9706.7727	right_press	n/a	n/a	5	n/a	4096	n/a
+39.3707272727	n/a	9842.6818	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+41.0707272727	n/a	10267.6818	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+41.6498181818	n/a	10412.4545	show_face	unfamiliar_face	first_show	6	n/a	13	u005.bmp
+42.5307272727	n/a	10632.6818	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+44.2307272727	n/a	11057.6818	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+44.723454545500005	n/a	11180.8636	show_face	famous_face	first_show	7	n/a	5	f119.bmp
+45.4770909091	n/a	11369.2727	right_press	n/a	n/a	7	n/a	4096	n/a
+45.608	n/a	11402.0	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+47.308	n/a	11827.0	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+47.7970909091	n/a	11949.2727	show_face	famous_face	first_show	8	n/a	5	f145.bmp
+48.390727272700005	n/a	12097.6818	right_press	n/a	n/a	8	n/a	4096	n/a
+48.778	n/a	12194.5	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+50.478	n/a	12619.5	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+50.9707272727	n/a	12742.6818	show_face	scrambled_face	delayed_repeat	9	8	19	s096.bmp
+51.9816363636	n/a	12995.4091	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+53.6816363636	n/a	13420.4091	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+54.2789090909	n/a	13569.7273	show_face	unfamiliar_face	first_show	10	n/a	13	u117.bmp
+55.0334545455	n/a	13758.3636	right_press	n/a	n/a	10	n/a	4096	n/a
+55.1334545455	n/a	13783.3636	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+56.8334545455	n/a	14208.3636	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+57.4025454545	n/a	14350.6364	show_face	unfamiliar_face	immediate_repeat	11	1	14	u117.bmp
+58.11981818180001	n/a	14529.9545	right_press	n/a	n/a	11	n/a	4096	n/a
+58.2443636364	n/a	14561.0909	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+59.944363636400006	n/a	14986.0909	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+60.5598181818	n/a	15139.9545	show_face	famous_face	first_show	12	n/a	5	f098.bmp
+61.478	n/a	15369.5	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+63.178	n/a	15794.5	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+63.7843636364	n/a	15946.0909	show_face	scrambled_face	first_show	13	n/a	17	s008.bmp
+64.4870909091	n/a	16121.7727	right_press	n/a	n/a	13	n/a	4096	n/a
+64.7952727273	n/a	16198.8182	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+66.49527272729999	n/a	16623.8182	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+67.04163636359999	n/a	16760.4091	show_face	scrambled_face	immediate_repeat	14	1	18	s008.bmp
+67.68072727270001	n/a	16920.1818	right_press	n/a	n/a	14	n/a	4096	n/a
+67.9061818182	n/a	16976.5455	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+69.6061818182	n/a	17401.5455	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+70.2489090909	n/a	17562.2273	show_face	unfamiliar_face	delayed_repeat	15	9	15	u005.bmp
+71.18163636359999	n/a	17795.4091	right_press	n/a	n/a	15	n/a	4096	n/a
+71.1889090909	n/a	17797.2273	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+72.8889090909	n/a	18222.2273	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+73.4398181818	n/a	18359.9545	show_face	famous_face	first_show	16	n/a	5	f139.bmp
+74.26163636359999	n/a	18565.4091	right_press	n/a	n/a	16	n/a	4096	n/a
+74.31890909090001	n/a	18579.7273	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+76.0189090909	n/a	19004.7273	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+76.6470909091	n/a	19161.7727	show_face	famous_face	immediate_repeat	17	1	6	f139.bmp
+77.30254545449999	n/a	19325.6364	right_press	n/a	n/a	17	n/a	4096	n/a
+77.5889090909	n/a	19397.2273	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+79.2889090909	n/a	19822.2273	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+79.87072727270001	n/a	19967.6818	show_face	famous_face	delayed_repeat	18	11	7	f119.bmp
+80.4789090909	n/a	20119.7273	right_press	n/a	n/a	18	n/a	4096	n/a
+80.72618181819999	n/a	20181.5455	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+82.42618181819999	n/a	20606.5455	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.9116363636	n/a	20727.9091	show_face	scrambled_face	first_show	19	n/a	17	s001.bmp
+83.4970909091	n/a	20874.2727	right_press	n/a	n/a	19	n/a	4096	n/a
+83.7943636364	n/a	20948.5909	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+85.49436363640001	n/a	21373.5909	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+86.0852727273	n/a	21521.3182	show_face	scrambled_face	immediate_repeat	20	1	18	s001.bmp
+86.9752727273	n/a	21743.8182	right_press	n/a	n/a	20	n/a	4096	n/a
+87.1025454545	n/a	21775.6364	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+88.8025454545	n/a	22200.6364	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+89.3098181818	n/a	22327.4545	show_face	famous_face	delayed_repeat	21	13	7	f145.bmp
+89.988	n/a	22497.0	right_press	n/a	n/a	21	n/a	4096	n/a
+90.2452727273	n/a	22561.3182	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+91.9452727273	n/a	22986.3182	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+92.4161818182	n/a	23104.0455	show_face	famous_face	first_show	22	n/a	5	f028.bmp
+93.0407272727	n/a	23260.1818	right_press	n/a	n/a	22	n/a	4096	n/a
+93.2761818182	n/a	23319.0455	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.9761818182	n/a	23744.0455	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+95.5234545455	n/a	23880.8636	show_face	unfamiliar_face	first_show	23	n/a	13	u095.bmp
+96.1661818182	n/a	24041.5455	right_press	n/a	n/a	23	n/a	4096	n/a
+96.5407272727	n/a	24135.1818	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+98.2407272727	n/a	24560.1818	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+98.698	n/a	24674.5	show_face	famous_face	delayed_repeat	24	12	7	f098.bmp
+99.5389090909	n/a	24884.7273	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+101.2389090909	n/a	25309.7273	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+101.7216363636	n/a	25430.4091	show_face	scrambled_face	first_show	25	n/a	17	s037.bmp
+102.6689090909	n/a	25667.2273	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+104.3689090909	n/a	26092.2273	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.9789090909	n/a	26244.7273	show_face	scrambled_face	immediate_repeat	26	1	18	s037.bmp
+105.9925454545	n/a	26498.1364	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+107.6925454545	n/a	26923.1364	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+108.3198181818	n/a	27079.9545	show_face	famous_face	first_show	27	n/a	5	f089.bmp
+109.1943636364	n/a	27298.5909	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.8943636364	n/a	27723.5909	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+111.4107272727	n/a	27852.6818	show_face	famous_face	immediate_repeat	28	1	6	f089.bmp
+112.4234545455	n/a	28105.8636	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+114.1234545455	n/a	28530.8636	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+114.668	n/a	28667.0	show_face	famous_face	first_show	29	n/a	5	f111.bmp
+115.5052727273	n/a	28876.3182	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+117.2052727273	n/a	29301.3182	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+117.6752727273	n/a	29418.8182	show_face	unfamiliar_face	first_show	30	n/a	13	u070.bmp
+118.5689090909	n/a	29642.2273	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+120.2689090909	n/a	30067.2273	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.8489090909	n/a	30212.2273	show_face	famous_face	delayed_repeat	31	9	7	f028.bmp
+121.488	n/a	30372.0	right_press	n/a	n/a	31	n/a	4096	n/a
+121.7470909091	n/a	30436.7727	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+123.4470909091	n/a	30861.7727	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.9898181818	n/a	30997.4545	show_face	famous_face	first_show	32	n/a	5	f124.bmp
+124.928	n/a	31232.0	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+126.628	n/a	31657.0	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+127.2634545455	n/a	31815.8636	show_face	unfamiliar_face	delayed_repeat	33	10	15	u095.bmp
+127.9789090909	n/a	31994.7273	right_press	n/a	n/a	33	n/a	4096	n/a
+128.2070909091	n/a	32051.7727	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+129.9070909091	n/a	32476.7727	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+130.55436363639998	n/a	32638.5909	show_face	unfamiliar_face	first_show	34	n/a	13	u048.bmp
+131.4325454545	n/a	32858.1364	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+131.43345454549998	n/a	32858.3636	right_press	n/a	n/a	34	n/a	4096	n/a
+133.13254545450002	n/a	33283.1364	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+133.66254545450002	n/a	33415.6364	show_face	famous_face	first_show	35	n/a	5	f074.bmp
+134.5861818182	n/a	33646.5455	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+136.2861818182	n/a	34071.5455	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+136.9189090909	n/a	34229.7273	show_face	unfamiliar_face	first_show	36	n/a	13	u021.bmp
+137.7934545455	n/a	34448.3636	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+139.4934545455	n/a	34873.3636	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+140.1261818182	n/a	35031.5455	show_face	famous_face	delayed_repeat	37	8	7	f111.bmp
+141.0770909091	n/a	35269.2727	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+142.7770909091	n/a	35694.2727	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+143.4170909091	n/a	35854.2727	show_face	unfamiliar_face	first_show	38	n/a	13	u019.bmp
+144.2998181818	n/a	36074.9545	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.9998181818	n/a	36499.9545	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+146.54163636360002	n/a	36635.4091	show_face	unfamiliar_face	immediate_repeat	39	1	14	u019.bmp
+147.5252727273	n/a	36881.3182	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+149.2252727273	n/a	37306.3182	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.8489090909	n/a	37462.2273	show_face	unfamiliar_face	delayed_repeat	40	10	15	u070.bmp
+150.5007272727	n/a	37625.1818	right_press	n/a	n/a	40	n/a	4096	n/a
+150.7134545455	n/a	37678.3636	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+152.4134545455	n/a	38103.3636	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.8889090909	n/a	38222.2273	show_face	scrambled_face	first_show	41	n/a	17	s026.bmp
+153.8552727273	n/a	38463.8182	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+155.5552727273	n/a	38888.8182	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+156.17981818180002	n/a	39044.9545	show_face	scrambled_face	immediate_repeat	42	1	18	s026.bmp
+157.03345454549998	n/a	39258.3636	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+158.7334545455	n/a	39683.3636	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+159.2543636364	n/a	39813.5909	show_face	famous_face	delayed_repeat	43	11	7	f124.bmp
+160.11072727270002	n/a	40027.6818	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+161.8107272727	n/a	40452.6818	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+162.4616363636	n/a	40615.4091	show_face	scrambled_face	first_show	44	n/a	17	s086.bmp
+163.1352727273	n/a	40783.8182	right_press	n/a	n/a	44	n/a	4096	n/a
+163.428	n/a	40857.0	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+165.128	n/a	41282.0	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+165.6189090909	n/a	41404.7273	show_face	scrambled_face	immediate_repeat	45	1	18	s086.bmp
+166.3507272727	n/a	41587.6818	right_press	n/a	n/a	45	n/a	4096	n/a
+166.45527272729998	n/a	41613.8182	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+168.1552727273	n/a	42038.8182	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.6589090909	n/a	42164.7273	show_face	unfamiliar_face	delayed_repeat	46	12	15	u048.bmp
+169.6407272727	n/a	42410.1818	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+171.3407272727	n/a	42835.1818	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.9661818182	n/a	42991.5455	show_face	famous_face	first_show	47	n/a	5	f132.bmp
+172.91254545450002	n/a	43228.1364	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.6125454545	n/a	43653.1364	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+175.0734545455	n/a	43768.3636	show_face	famous_face	immediate_repeat	48	1	6	f132.bmp
+176.0470909091	n/a	44011.7727	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.7470909091	n/a	44436.7727	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+178.2307272727	n/a	44557.6818	show_face	famous_face	delayed_repeat	49	14	7	f074.bmp
+179.058	n/a	44764.5	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.758	n/a	45189.5	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+181.4216363636	n/a	45355.4091	show_face	famous_face	first_show	50	n/a	5	f010.bmp
+182.0661818182	n/a	45516.5455	right_press	n/a	n/a	50	n/a	4096	n/a
+182.378	n/a	45594.5	show_circle	n/a	n/a	50	n/a	0	circle.bmp
+184.078	n/a	46019.5	show_cross	n/a	n/a	51	n/a	1	cross.bmp
+184.7125454545	n/a	46178.1364	show_face	unfamiliar_face	delayed_repeat	51	15	15	u021.bmp
+185.7234545455	n/a	46430.8636	show_circle	n/a	n/a	51	n/a	0	circle.bmp
+187.4234545455	n/a	46855.8636	show_cross	n/a	n/a	52	n/a	1	cross.bmp
+188.0370909091	n/a	47009.2727	show_face	scrambled_face	first_show	52	n/a	17	s056.bmp
+188.8434545455	n/a	47210.8636	right_press	n/a	n/a	52	n/a	4096	n/a
+189.0534545455	n/a	47263.3636	show_circle	n/a	n/a	52	n/a	0	circle.bmp
+190.7534545455	n/a	47688.3636	show_cross	n/a	n/a	53	n/a	1	cross.bmp
+191.378	n/a	47844.5	show_face	scrambled_face	immediate_repeat	53	1	18	s056.bmp
+192.1116363636	n/a	48027.9091	right_press	n/a	n/a	53	n/a	4096	n/a
+192.278	n/a	48069.5	show_circle	n/a	n/a	53	n/a	0	circle.bmp
+193.978	n/a	48494.5	show_cross	n/a	n/a	54	n/a	1	cross.bmp
+194.6025454545	n/a	48650.6364	show_face	famous_face	first_show	54	n/a	5	f104.bmp
+195.2843636364	n/a	48821.0909	right_press	n/a	n/a	54	n/a	4096	n/a
+195.6134545455	n/a	48903.3636	show_circle	n/a	n/a	54	n/a	0	circle.bmp
+197.3134545455	n/a	49328.3636	show_cross	n/a	n/a	55	n/a	1	cross.bmp
+197.7761818182	n/a	49444.0455	show_face	scrambled_face	first_show	55	n/a	17	s068.bmp
+198.7707272727	n/a	49692.6818	show_circle	n/a	n/a	55	n/a	0	circle.bmp
+200.4707272727	n/a	50117.6818	show_cross	n/a	n/a	56	n/a	1	cross.bmp
+200.9998181818	n/a	50249.9545	show_face	famous_face	first_show	56	n/a	5	f036.bmp
+201.9352727273	n/a	50483.8182	show_circle	n/a	n/a	56	n/a	0	circle.bmp
+203.6352727273	n/a	50908.8182	show_cross	n/a	n/a	57	n/a	1	cross.bmp
+204.1743636364	n/a	51043.5909	show_face	famous_face	immediate_repeat	57	1	6	f036.bmp
+205.0898181818	n/a	51272.4545	show_circle	n/a	n/a	57	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
new file mode 100644
index 00000000..3020ecb7
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
@@ -0,0 +1,382 @@
+name	type	units
+MEG0113	MISC	n/a
+MEG0112	MISC	n/a
+MEG0111	MISC	n/a
+MEG0122	MISC	n/a
+MEG0123	MISC	n/a
+MEG0121	MISC	n/a
+MEG0132	MISC	n/a
+MEG0133	MISC	n/a
+MEG0131	MISC	n/a
+MEG0143	MISC	n/a
+MEG0142	MISC	n/a
+MEG0141	MISC	n/a
+MEG0213	MISC	n/a
+MEG0212	MISC	n/a
+MEG0211	MISC	n/a
+MEG0222	MISC	n/a
+MEG0223	MISC	n/a
+MEG0221	MISC	n/a
+MEG0232	MISC	n/a
+MEG0233	MISC	n/a
+MEG0231	MISC	n/a
+MEG0243	MISC	n/a
+MEG0242	MISC	n/a
+MEG0241	MISC	n/a
+MEG0313	MISC	n/a
+MEG0312	MISC	n/a
+MEG0311	MISC	n/a
+MEG0322	MISC	n/a
+MEG0323	MISC	n/a
+MEG0321	MISC	n/a
+MEG0333	MISC	n/a
+MEG0332	MISC	n/a
+MEG0331	MISC	n/a
+MEG0343	MISC	n/a
+MEG0342	MISC	n/a
+MEG0341	MISC	n/a
+MEG0413	MISC	n/a
+MEG0412	MISC	n/a
+MEG0411	MISC	n/a
+MEG0422	MISC	n/a
+MEG0423	MISC	n/a
+MEG0421	MISC	n/a
+MEG0432	MISC	n/a
+MEG0433	MISC	n/a
+MEG0431	MISC	n/a
+MEG0443	MISC	n/a
+MEG0442	MISC	n/a
+MEG0441	MISC	n/a
+MEG0513	MISC	n/a
+MEG0512	MISC	n/a
+MEG0511	MISC	n/a
+MEG0523	MISC	n/a
+MEG0522	MISC	n/a
+MEG0521	MISC	n/a
+MEG0532	MISC	n/a
+MEG0533	MISC	n/a
+MEG0531	MISC	n/a
+MEG0542	MISC	n/a
+MEG0543	MISC	n/a
+MEG0541	MISC	n/a
+MEG0613	MISC	n/a
+MEG0612	MISC	n/a
+MEG0611	MISC	n/a
+MEG0622	MISC	n/a
+MEG0623	MISC	n/a
+MEG0621	MISC	n/a
+MEG0633	MISC	n/a
+MEG0632	MISC	n/a
+MEG0631	MISC	n/a
+MEG0642	MISC	n/a
+MEG0643	MISC	n/a
+MEG0641	MISC	n/a
+MEG0713	MISC	n/a
+MEG0712	MISC	n/a
+MEG0711	MISC	n/a
+MEG0723	MISC	n/a
+MEG0722	MISC	n/a
+MEG0721	MISC	n/a
+MEG0733	MISC	n/a
+MEG0732	MISC	n/a
+MEG0731	MISC	n/a
+MEG0743	MISC	n/a
+MEG0742	MISC	n/a
+MEG0741	MISC	n/a
+MEG0813	MISC	n/a
+MEG0812	MISC	n/a
+MEG0811	MISC	n/a
+MEG0822	MISC	n/a
+MEG0823	MISC	n/a
+MEG0821	MISC	n/a
+MEG0913	MISC	n/a
+MEG0912	MISC	n/a
+MEG0911	MISC	n/a
+MEG0923	MISC	n/a
+MEG0922	MISC	n/a
+MEG0921	MISC	n/a
+MEG0932	MISC	n/a
+MEG0933	MISC	n/a
+MEG0931	MISC	n/a
+MEG0942	MISC	n/a
+MEG0943	MISC	n/a
+MEG0941	MISC	n/a
+MEG1013	MISC	n/a
+MEG1012	MISC	n/a
+MEG1011	MISC	n/a
+MEG1023	MISC	n/a
+MEG1022	MISC	n/a
+MEG1021	MISC	n/a
+MEG1032	MISC	n/a
+MEG1033	MISC	n/a
+MEG1031	MISC	n/a
+MEG1043	MISC	n/a
+MEG1042	MISC	n/a
+MEG1041	MISC	n/a
+MEG1112	MISC	n/a
+MEG1113	MISC	n/a
+MEG1111	MISC	n/a
+MEG1123	MISC	n/a
+MEG1122	MISC	n/a
+MEG1121	MISC	n/a
+MEG1133	MISC	n/a
+MEG1132	MISC	n/a
+MEG1131	MISC	n/a
+MEG1142	MISC	n/a
+MEG1143	MISC	n/a
+MEG1141	MISC	n/a
+MEG1213	MISC	n/a
+MEG1212	MISC	n/a
+MEG1211	MISC	n/a
+MEG1223	MISC	n/a
+MEG1222	MISC	n/a
+MEG1221	MISC	n/a
+MEG1232	MISC	n/a
+MEG1233	MISC	n/a
+MEG1231	MISC	n/a
+MEG1243	MISC	n/a
+MEG1242	MISC	n/a
+MEG1241	MISC	n/a
+MEG1312	MISC	n/a
+MEG1313	MISC	n/a
+MEG1311	MISC	n/a
+MEG1323	MISC	n/a
+MEG1322	MISC	n/a
+MEG1321	MISC	n/a
+MEG1333	MISC	n/a
+MEG1332	MISC	n/a
+MEG1331	MISC	n/a
+MEG1342	MISC	n/a
+MEG1343	MISC	n/a
+MEG1341	MISC	n/a
+MEG1412	MISC	n/a
+MEG1413	MISC	n/a
+MEG1411	MISC	n/a
+MEG1423	MISC	n/a
+MEG1422	MISC	n/a
+MEG1421	MISC	n/a
+MEG1433	MISC	n/a
+MEG1432	MISC	n/a
+MEG1431	MISC	n/a
+MEG1442	MISC	n/a
+MEG1443	MISC	n/a
+MEG1441	MISC	n/a
+MEG1512	MISC	n/a
+MEG1513	MISC	n/a
+MEG1511	MISC	n/a
+MEG1522	MISC	n/a
+MEG1523	MISC	n/a
+MEG1521	MISC	n/a
+MEG1533	MISC	n/a
+MEG1532	MISC	n/a
+MEG1531	MISC	n/a
+MEG1543	MISC	n/a
+MEG1542	MISC	n/a
+MEG1541	MISC	n/a
+MEG1613	MISC	n/a
+MEG1612	MISC	n/a
+MEG1611	MISC	n/a
+MEG1622	MISC	n/a
+MEG1623	MISC	n/a
+MEG1621	MISC	n/a
+MEG1632	MISC	n/a
+MEG1633	MISC	n/a
+MEG1631	MISC	n/a
+MEG1643	MISC	n/a
+MEG1642	MISC	n/a
+MEG1641	MISC	n/a
+MEG1713	MISC	n/a
+MEG1712	MISC	n/a
+MEG1711	MISC	n/a
+MEG1722	MISC	n/a
+MEG1723	MISC	n/a
+MEG1721	MISC	n/a
+MEG1732	MISC	n/a
+MEG1733	MISC	n/a
+MEG1731	MISC	n/a
+MEG1743	MISC	n/a
+MEG1742	MISC	n/a
+MEG1741	MISC	n/a
+MEG1813	MISC	n/a
+MEG1812	MISC	n/a
+MEG1811	MISC	n/a
+MEG1822	MISC	n/a
+MEG1823	MISC	n/a
+MEG1821	MISC	n/a
+MEG1832	MISC	n/a
+MEG1833	MISC	n/a
+MEG1831	MISC	n/a
+MEG1843	MISC	n/a
+MEG1842	MISC	n/a
+MEG1841	MISC	n/a
+MEG1912	MISC	n/a
+MEG1913	MISC	n/a
+MEG1911	MISC	n/a
+MEG1923	MISC	n/a
+MEG1922	MISC	n/a
+MEG1921	MISC	n/a
+MEG1932	MISC	n/a
+MEG1933	MISC	n/a
+MEG1931	MISC	n/a
+MEG1943	MISC	n/a
+MEG1942	MISC	n/a
+MEG1941	MISC	n/a
+MEG2013	MISC	n/a
+MEG2012	MISC	n/a
+MEG2011	MISC	n/a
+MEG2023	MISC	n/a
+MEG2022	MISC	n/a
+MEG2021	MISC	n/a
+MEG2032	MISC	n/a
+MEG2033	MISC	n/a
+MEG2031	MISC	n/a
+MEG2042	MISC	n/a
+MEG2043	MISC	n/a
+MEG2041	MISC	n/a
+MEG2113	MISC	n/a
+MEG2112	MISC	n/a
+MEG2111	MISC	n/a
+MEG2122	MISC	n/a
+MEG2123	MISC	n/a
+MEG2121	MISC	n/a
+MEG2133	MISC	n/a
+MEG2132	MISC	n/a
+MEG2131	MISC	n/a
+MEG2143	MISC	n/a
+MEG2142	MISC	n/a
+MEG2141	MISC	n/a
+MEG2212	MISC	n/a
+MEG2213	MISC	n/a
+MEG2211	MISC	n/a
+MEG2223	MISC	n/a
+MEG2222	MISC	n/a
+MEG2221	MISC	n/a
+MEG2233	MISC	n/a
+MEG2232	MISC	n/a
+MEG2231	MISC	n/a
+MEG2242	MISC	n/a
+MEG2243	MISC	n/a
+MEG2241	MISC	n/a
+MEG2312	MISC	n/a
+MEG2313	MISC	n/a
+MEG2311	MISC	n/a
+MEG2323	MISC	n/a
+MEG2322	MISC	n/a
+MEG2321	MISC	n/a
+MEG2332	MISC	n/a
+MEG2333	MISC	n/a
+MEG2331	MISC	n/a
+MEG2343	MISC	n/a
+MEG2342	MISC	n/a
+MEG2341	MISC	n/a
+MEG2412	MISC	n/a
+MEG2413	MISC	n/a
+MEG2411	MISC	n/a
+MEG2423	MISC	n/a
+MEG2422	MISC	n/a
+MEG2421	MISC	n/a
+MEG2433	MISC	n/a
+MEG2432	MISC	n/a
+MEG2431	MISC	n/a
+MEG2442	MISC	n/a
+MEG2443	MISC	n/a
+MEG2441	MISC	n/a
+MEG2512	MISC	n/a
+MEG2513	MISC	n/a
+MEG2511	MISC	n/a
+MEG2522	MISC	n/a
+MEG2523	MISC	n/a
+MEG2521	MISC	n/a
+MEG2533	MISC	n/a
+MEG2532	MISC	n/a
+MEG2531	MISC	n/a
+MEG2543	MISC	n/a
+MEG2542	MISC	n/a
+MEG2541	MISC	n/a
+MEG2612	MISC	n/a
+MEG2613	MISC	n/a
+MEG2611	MISC	n/a
+MEG2623	MISC	n/a
+MEG2622	MISC	n/a
+MEG2621	MISC	n/a
+MEG2633	MISC	n/a
+MEG2632	MISC	n/a
+MEG2631	MISC	n/a
+MEG2642	MISC	n/a
+MEG2643	MISC	n/a
+MEG2641	MISC	n/a
+EEG001	EEG	microV
+EEG002	EEG	microV
+EEG003	EEG	microV
+EEG004	EEG	microV
+EEG005	EEG	microV
+EEG006	EEG	microV
+EEG007	EEG	microV
+EEG008	EEG	microV
+EEG009	EEG	microV
+EEG010	EEG	microV
+EEG011	EEG	microV
+EEG012	EEG	microV
+EEG013	EEG	microV
+EEG014	EEG	microV
+EEG015	EEG	microV
+EEG016	EEG	microV
+EEG017	EEG	microV
+EEG018	EEG	microV
+EEG019	EEG	microV
+EEG020	EEG	microV
+EEG021	EEG	microV
+EEG022	EEG	microV
+EEG023	EEG	microV
+EEG024	EEG	microV
+EEG025	EEG	microV
+EEG026	EEG	microV
+EEG027	EEG	microV
+EEG028	EEG	microV
+EEG029	EEG	microV
+EEG030	EEG	microV
+EEG031	EEG	microV
+EEG032	EEG	microV
+EEG033	EEG	microV
+EEG034	EEG	microV
+EEG035	EEG	microV
+EEG036	EEG	microV
+EEG037	EEG	microV
+EEG038	EEG	microV
+EEG039	EEG	microV
+EEG040	EEG	microV
+EEG041	EEG	microV
+EEG042	EEG	microV
+EEG043	EEG	microV
+EEG044	EEG	microV
+EEG045	EEG	microV
+EEG046	EEG	microV
+EEG047	EEG	microV
+EEG048	EEG	microV
+EEG049	EEG	microV
+EEG050	EEG	microV
+EEG051	EEG	microV
+EEG052	EEG	microV
+EEG053	EEG	microV
+EEG054	EEG	microV
+EEG055	EEG	microV
+EEG056	EEG	microV
+EEG057	EEG	microV
+EEG058	EEG	microV
+EEG059	EEG	microV
+EEG060	EEG	microV
+EEG061	HEOG	n/a
+EEG062	VEOG	n/a
+EEG063	MISC	n/a
+EEG064	MISC	n/a
+EEG065	EEG	microV
+EEG066	EEG	microV
+EEG067	EEG	microV
+EEG068	EEG	microV
+EEG069	EEG	microV
+EEG070	EEG	microV
+EEG071	EEG	microV
+EEG072	EEG	microV
+EEG073	EEG	microV
+EEG074	EEG	microV
+STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json
new file mode 100644
index 00000000..6fce0b7b
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json
@@ -0,0 +1,24 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "EEGPlacementScheme": "extended 10-10% system",
+  "CapManufacturer": "Easycap",
+  "EEGChannelCount": 70,
+  "EOGChannelCount": 2,
+  "RecordingType": "continuous",
+  "MiscChannelCount": 309,
+  "RecordingDuration": 505,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.set b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.set
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
new file mode 100644
index 00000000..4a44d02e
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+24.5989090909	n/a	6149.7273	show_face_initial	unfamiliar_face	first_show	1	n/a	13	u097.bmp
+25.3198181818	n/a	6329.9545	right_press	n/a	n/a	1	n/a	4096	n/a
+25.4325454545	n/a	6358.1364	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+27.1325454545	n/a	6783.1364	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+27.6225454545	n/a	6905.6364	show_face	unfamiliar_face	immediate_repeat	2	1	14	u097.bmp
+28.1198181818	n/a	7029.9545	right_press	n/a	n/a	2	n/a	4096	n/a
+28.5952727273	n/a	7148.8182	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+30.2952727273	n/a	7573.8182	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+30.8798181818	n/a	7719.9545	show_face	famous_face	first_show	3	n/a	5	f103.bmp
+31.5625454545	n/a	7890.6364	right_press	n/a	n/a	3	n/a	4096	n/a
+31.8161818182	n/a	7954.0455	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+33.5161818182	n/a	8379.0455	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+34.0543636364	n/a	8513.5909	show_face	famous_face	immediate_repeat	4	1	6	f103.bmp
+34.6689090909	n/a	8667.2273	right_press	n/a	n/a	4	n/a	4096	n/a
+34.9870909091	n/a	8746.7727	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+36.6870909091	n/a	9171.7727	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+37.3116363636	n/a	9327.9091	show_face	unfamiliar_face	first_show	5	n/a	13	u112.bmp
+38.2052727273	n/a	9551.3182	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+39.9052727273	n/a	9976.3182	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+40.3689090909	n/a	10092.2273	show_face	famous_face	first_show	6	n/a	5	f130.bmp
+40.9825454545	n/a	10245.6364	right_press	n/a	n/a	6	n/a	4096	n/a
+41.3807272727	n/a	10345.1818	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+43.0807272727	n/a	10770.1818	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+43.5589090909	n/a	10889.7273	show_face	famous_face	first_show	7	n/a	5	f004.bmp
+44.558	n/a	11139.5	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+46.258	n/a	11564.5	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+46.8670909091	n/a	11716.7727	show_face	famous_face	immediate_repeat	8	1	6	f004.bmp
+47.780727272700005	n/a	11945.1818	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+49.4807272727	n/a	12370.1818	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+49.9570909091	n/a	12489.2727	show_face	unfamiliar_face	first_show	9	n/a	13	u111.bmp
+50.5534545455	n/a	12638.3636	right_press	n/a	n/a	9	n/a	4096	n/a
+50.9643636364	n/a	12741.0909	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+52.664363636400005	n/a	13166.0909	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+53.2652727273	n/a	13316.3182	show_face	unfamiliar_face	immediate_repeat	10	1	14	u111.bmp
+53.8561818182	n/a	13464.0455	right_press	n/a	n/a	10	n/a	4096	n/a
+54.2161818182	n/a	13554.0455	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+55.9161818182	n/a	13979.0455	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+56.5225454545	n/a	14130.6364	show_face	famous_face	first_show	11	n/a	5	f025.bmp
+57.48527272729999	n/a	14371.3182	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+59.1852727273	n/a	14796.3182	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+59.8298181818	n/a	14957.4545	show_face	scrambled_face	first_show	12	n/a	17	s111.bmp
+60.71163636359999	n/a	15177.9091	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+62.4116363636	n/a	15602.9091	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+63.0043636364	n/a	15751.0909	show_face	scrambled_face	immediate_repeat	13	1	18	s111.bmp
+63.9534545455	n/a	15988.3636	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+65.6534545455	n/a	16413.3636	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+66.2116363636	n/a	16552.9091	show_face	unfamiliar_face	delayed_repeat	14	9	15	u112.bmp
+67.1134545455	n/a	16778.3636	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+68.81345454550001	n/a	17203.3636	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+69.2852727273	n/a	17321.3182	show_face	scrambled_face	first_show	15	n/a	17	s112.bmp
+70.2516363636	n/a	17562.9091	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+71.9516363636	n/a	17987.9091	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+72.5425454545	n/a	18135.6364	show_face	famous_face	delayed_repeat	16	10	7	f130.bmp
+73.0834545455	n/a	18270.8636	right_press	n/a	n/a	16	n/a	4096	n/a
+73.45345454550001	n/a	18363.3636	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+75.1534545455	n/a	18788.3636	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+75.74981818180001	n/a	18937.4545	show_face	scrambled_face	first_show	17	n/a	17	s115.bmp
+76.7543636364	n/a	19188.5909	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+76.8561818182	n/a	19214.0455	right_press	n/a	n/a	17	n/a	4096	n/a
+78.4543636364	n/a	19613.5909	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+78.9407272727	n/a	19735.1818	show_face	unfamiliar_face	first_show	18	n/a	13	u123.bmp
+79.82527272729999	n/a	19956.3182	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+81.52527272729999	n/a	20381.3182	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.0316363636	n/a	20507.9091	show_face	scrambled_face	first_show	19	n/a	17	s005.bmp
+82.708	n/a	20677.0	right_press	n/a	n/a	19	n/a	4096	n/a
+82.9961818182	n/a	20749.0455	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+84.6961818182	n/a	21174.0455	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+85.1716363636	n/a	21292.9091	show_face	scrambled_face	immediate_repeat	20	1	18	s005.bmp
+85.7807272727	n/a	21445.1818	right_press	n/a	n/a	20	n/a	4096	n/a
+86.09890909090001	n/a	21524.7273	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+87.7989090909	n/a	21949.7273	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+88.2952727273	n/a	22073.8182	show_face	famous_face	delayed_repeat	21	10	7	f025.bmp
+89.1589090909	n/a	22289.7273	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+90.8589090909	n/a	22714.7273	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+91.5034545455	n/a	22875.8636	show_face	unfamiliar_face	first_show	22	n/a	13	u045.bmp
+92.3852727273	n/a	23096.3182	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.0852727273	n/a	23521.3182	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+94.6270909091	n/a	23656.7727	show_face	unfamiliar_face	immediate_repeat	23	1	14	u045.bmp
+95.5707272727	n/a	23892.6818	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+97.2707272727	n/a	24317.6818	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+97.818	n/a	24454.5	show_face	famous_face	first_show	24	n/a	5	f059.bmp
+98.5089090909	n/a	24627.2273	right_press	n/a	n/a	24	n/a	4096	n/a
+98.7143636364	n/a	24678.5909	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+100.4143636364	n/a	25103.5909	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+100.9416363636	n/a	25235.4091	show_face	famous_face	immediate_repeat	25	1	6	f059.bmp
+101.5970909091	n/a	25399.2727	right_press	n/a	n/a	25	n/a	4096	n/a
+101.9198181818	n/a	25479.9545	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+103.6198181818	n/a	25904.9545	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.2325454545	n/a	26058.1364	show_face	scrambled_face	delayed_repeat	26	11	19	s112.bmp
+104.8325454545	n/a	26208.1364	right_press	n/a	n/a	26	n/a	4096	n/a
+105.168	n/a	26292.0	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+106.868	n/a	26717.0	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+107.4734545455	n/a	26868.3636	show_face	famous_face	first_show	27	n/a	5	f041.bmp
+108.1889090909	n/a	27047.2273	right_press	n/a	n/a	27	n/a	4096	n/a
+108.4498181818	n/a	27112.4545	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.1498181818	n/a	27537.4545	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+110.5970909091	n/a	27649.2727	show_face	scrambled_face	delayed_repeat	28	11	19	s115.bmp
+111.2870909091	n/a	27821.7727	right_press	n/a	n/a	28	n/a	4096	n/a
+111.4352727273	n/a	27858.8182	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+113.1352727273	n/a	28283.8182	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+113.738	n/a	28434.5	show_face	scrambled_face	first_show	29	n/a	17	s139.bmp
+114.4461818182	n/a	28611.5455	right_press	n/a	n/a	29	n/a	4096	n/a
+114.7461818182	n/a	28686.5455	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+116.4461818182	n/a	29111.5455	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+117.0952727273	n/a	29273.8182	show_face	scrambled_face	immediate_repeat	30	1	18	s139.bmp
+118.0598181818	n/a	29514.9545	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+119.7598181818	n/a	29939.9545	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.2698181818	n/a	30067.4545	show_face	unfamiliar_face	delayed_repeat	31	13	15	u123.bmp
+121.1243636364	n/a	30281.0909	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+122.8243636364	n/a	30706.0909	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.3761818182	n/a	30844.0455	show_face	scrambled_face	first_show	32	n/a	17	s076.bmp
+124.1452727273	n/a	31036.3182	right_press	n/a	n/a	32	n/a	4096	n/a
+124.258	n/a	31064.5	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+125.958	n/a	31489.5	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+126.5334545455	n/a	31633.3636	show_face	famous_face	first_show	33	n/a	5	f081.bmp
+127.4098181818	n/a	31852.4545	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+127.4189090909	n/a	31854.7273	right_press	n/a	n/a	33	n/a	4096	n/a
+129.1098181818	n/a	32277.4545	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+129.6907272727	n/a	32422.6818	show_face	famous_face	immediate_repeat	34	1	6	f081.bmp
+130.18345454549998	n/a	32545.8636	right_press	n/a	n/a	34	n/a	4096	n/a
+130.55436363639998	n/a	32638.5909	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+132.2543636364	n/a	33063.5909	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+132.73163636360002	n/a	33182.9091	show_face	famous_face	first_show	35	n/a	5	f141.bmp
+133.48163636360002	n/a	33370.4091	right_press	n/a	n/a	35	n/a	4096	n/a
+133.6643636364	n/a	33416.0909	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+135.3643636364	n/a	33841.0909	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+136.0052727273	n/a	34001.3182	show_face	scrambled_face	first_show	36	n/a	17	s137.bmp
+136.91254545450002	n/a	34228.1364	right_press	n/a	n/a	36	n/a	4096	n/a
+136.9370909091	n/a	34234.2727	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+138.6370909091	n/a	34659.2727	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+139.1125454545	n/a	34778.1364	show_face	famous_face	delayed_repeat	37	10	7	f041.bmp
+139.8934545455	n/a	34973.3636	right_press	n/a	n/a	37	n/a	4096	n/a
+140.0870909091	n/a	35021.7727	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+141.7870909091	n/a	35446.7727	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+142.4534545455	n/a	35613.3636	show_face	unfamiliar_face	first_show	38	n/a	13	u120.bmp
+143.4307272727	n/a	35857.6818	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.1307272727	n/a	36282.6818	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+145.74436363639998	n/a	36436.0909	show_face	unfamiliar_face	first_show	39	n/a	13	u002.bmp
+146.7252727273	n/a	36681.3182	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+148.42527272729998	n/a	37106.3182	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.0352727273	n/a	37258.8182	show_face	scrambled_face	delayed_repeat	40	8	19	s076.bmp
+149.8570909091	n/a	37464.2727	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+151.5570909091	n/a	37889.2727	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.1261818182	n/a	38031.5455	show_face	famous_face	first_show	41	n/a	5	f121.bmp
+153.0743636364	n/a	38268.5909	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+154.77436363639998	n/a	38693.5909	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+155.4007272727	n/a	38850.1818	show_face	famous_face	immediate_repeat	42	1	6	f121.bmp
+156.3989090909	n/a	39099.7273	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+158.0989090909	n/a	39524.7273	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+158.7416363636	n/a	39685.4091	show_face	unfamiliar_face	first_show	43	n/a	13	u018.bmp
+159.648	n/a	39912.0	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+159.7498181818	n/a	39937.4545	right_press	n/a	n/a	43	n/a	4096	n/a
+161.348	n/a	40337.0	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+161.9661818182	n/a	40491.5455	show_face	famous_face	delayed_repeat	44	9	7	f141.bmp
+162.8325454545	n/a	40708.1364	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+162.8370909091	n/a	40709.2727	right_press	n/a	n/a	44	n/a	4096	n/a
+164.5325454545	n/a	41133.1364	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+165.1725454545	n/a	41293.1364	show_face	unfamiliar_face	first_show	45	n/a	13	u014.bmp
+166.1261818182	n/a	41531.5455	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+167.82618181819998	n/a	41956.5455	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.448	n/a	42112.0	show_face	unfamiliar_face	immediate_repeat	46	1	14	u014.bmp
+169.3125454545	n/a	42328.1364	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+171.0125454545	n/a	42753.1364	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.5216363636	n/a	42880.4091	show_face	scrambled_face	delayed_repeat	47	11	19	s137.bmp
+172.218	n/a	43054.5	right_press	n/a	n/a	47	n/a	4096	n/a
+172.5052727273	n/a	43126.3182	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.20527272729998	n/a	43551.3182	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+174.728	n/a	43682.0	show_face	unfamiliar_face	first_show	48	n/a	13	u023.bmp
+175.5625454545	n/a	43890.6364	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.2625454545	n/a	44315.6364	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+177.8016363636	n/a	44450.4091	show_face	unfamiliar_face	delayed_repeat	49	11	15	u120.bmp
+178.7734545455	n/a	44693.3636	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.4734545455	n/a	45118.3636	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+181.0761818182	n/a	45269.0455	show_face	unfamiliar_face	first_show	50	n/a	13	u041.bmp
+181.7389090909	n/a	45434.7273	right_press	n/a	n/a	50	n/a	4096	n/a
+182.0270909091	n/a	45506.7727	show_circle	n/a	n/a	50	n/a	0	circle.bmp
+183.7270909091	n/a	45931.7727	show_cross	n/a	n/a	51	n/a	1	cross.bmp
+184.1834545455	n/a	46045.8636	show_face	unfamiliar_face	delayed_repeat	51	12	15	u002.bmp
+185.1525454545	n/a	46288.1364	show_circle	n/a	n/a	51	n/a	0	circle.bmp
+186.8525454545	n/a	46713.1364	show_cross	n/a	n/a	52	n/a	1	cross.bmp
+187.458	n/a	46864.5	show_face	scrambled_face	first_show	52	n/a	17	s125.bmp
+188.3852727273	n/a	47096.3182	show_circle	n/a	n/a	52	n/a	0	circle.bmp
+190.0852727273	n/a	47521.3182	show_cross	n/a	n/a	53	n/a	1	cross.bmp
+190.6652727273	n/a	47666.3182	show_face	scrambled_face	immediate_repeat	53	1	18	s125.bmp
+191.6407272727	n/a	47910.1818	show_circle	n/a	n/a	53	n/a	0	circle.bmp
+193.3407272727	n/a	48335.1818	show_cross	n/a	n/a	54	n/a	1	cross.bmp
+193.9225454545	n/a	48480.6364	show_face	famous_face	first_show	54	n/a	5	f146.bmp
+194.8325454545	n/a	48708.1364	show_circle	n/a	n/a	54	n/a	0	circle.bmp
+196.5325454545	n/a	49133.1364	show_cross	n/a	n/a	55	n/a	1	cross.bmp
+197.0125454545	n/a	49253.1364	show_face	unfamiliar_face	delayed_repeat	55	12	15	u018.bmp
+197.958	n/a	49489.5	show_circle	n/a	n/a	55	n/a	0	circle.bmp
+199.658	n/a	49914.5	show_cross	n/a	n/a	56	n/a	1	cross.bmp
+200.3034545455	n/a	50075.8636	show_face	famous_face	first_show	56	n/a	5	f058.bmp
+201.1316363636	n/a	50282.9091	right_press	n/a	n/a	56	n/a	4096	n/a
+201.1870909091	n/a	50296.7727	show_circle	n/a	n/a	56	n/a	0	circle.bmp
+202.8870909091	n/a	50721.7727	show_cross	n/a	n/a	57	n/a	1	cross.bmp
+203.4607272727	n/a	50865.1818	show_face	famous_face	immediate_repeat	57	1	6	f058.bmp
+204.1461818182	n/a	51036.5455	right_press	n/a	n/a	57	n/a	4096	n/a
+204.4789090909	n/a	51119.7273	show_circle	n/a	n/a	57	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
new file mode 100644
index 00000000..3020ecb7
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
@@ -0,0 +1,382 @@
+name	type	units
+MEG0113	MISC	n/a
+MEG0112	MISC	n/a
+MEG0111	MISC	n/a
+MEG0122	MISC	n/a
+MEG0123	MISC	n/a
+MEG0121	MISC	n/a
+MEG0132	MISC	n/a
+MEG0133	MISC	n/a
+MEG0131	MISC	n/a
+MEG0143	MISC	n/a
+MEG0142	MISC	n/a
+MEG0141	MISC	n/a
+MEG0213	MISC	n/a
+MEG0212	MISC	n/a
+MEG0211	MISC	n/a
+MEG0222	MISC	n/a
+MEG0223	MISC	n/a
+MEG0221	MISC	n/a
+MEG0232	MISC	n/a
+MEG0233	MISC	n/a
+MEG0231	MISC	n/a
+MEG0243	MISC	n/a
+MEG0242	MISC	n/a
+MEG0241	MISC	n/a
+MEG0313	MISC	n/a
+MEG0312	MISC	n/a
+MEG0311	MISC	n/a
+MEG0322	MISC	n/a
+MEG0323	MISC	n/a
+MEG0321	MISC	n/a
+MEG0333	MISC	n/a
+MEG0332	MISC	n/a
+MEG0331	MISC	n/a
+MEG0343	MISC	n/a
+MEG0342	MISC	n/a
+MEG0341	MISC	n/a
+MEG0413	MISC	n/a
+MEG0412	MISC	n/a
+MEG0411	MISC	n/a
+MEG0422	MISC	n/a
+MEG0423	MISC	n/a
+MEG0421	MISC	n/a
+MEG0432	MISC	n/a
+MEG0433	MISC	n/a
+MEG0431	MISC	n/a
+MEG0443	MISC	n/a
+MEG0442	MISC	n/a
+MEG0441	MISC	n/a
+MEG0513	MISC	n/a
+MEG0512	MISC	n/a
+MEG0511	MISC	n/a
+MEG0523	MISC	n/a
+MEG0522	MISC	n/a
+MEG0521	MISC	n/a
+MEG0532	MISC	n/a
+MEG0533	MISC	n/a
+MEG0531	MISC	n/a
+MEG0542	MISC	n/a
+MEG0543	MISC	n/a
+MEG0541	MISC	n/a
+MEG0613	MISC	n/a
+MEG0612	MISC	n/a
+MEG0611	MISC	n/a
+MEG0622	MISC	n/a
+MEG0623	MISC	n/a
+MEG0621	MISC	n/a
+MEG0633	MISC	n/a
+MEG0632	MISC	n/a
+MEG0631	MISC	n/a
+MEG0642	MISC	n/a
+MEG0643	MISC	n/a
+MEG0641	MISC	n/a
+MEG0713	MISC	n/a
+MEG0712	MISC	n/a
+MEG0711	MISC	n/a
+MEG0723	MISC	n/a
+MEG0722	MISC	n/a
+MEG0721	MISC	n/a
+MEG0733	MISC	n/a
+MEG0732	MISC	n/a
+MEG0731	MISC	n/a
+MEG0743	MISC	n/a
+MEG0742	MISC	n/a
+MEG0741	MISC	n/a
+MEG0813	MISC	n/a
+MEG0812	MISC	n/a
+MEG0811	MISC	n/a
+MEG0822	MISC	n/a
+MEG0823	MISC	n/a
+MEG0821	MISC	n/a
+MEG0913	MISC	n/a
+MEG0912	MISC	n/a
+MEG0911	MISC	n/a
+MEG0923	MISC	n/a
+MEG0922	MISC	n/a
+MEG0921	MISC	n/a
+MEG0932	MISC	n/a
+MEG0933	MISC	n/a
+MEG0931	MISC	n/a
+MEG0942	MISC	n/a
+MEG0943	MISC	n/a
+MEG0941	MISC	n/a
+MEG1013	MISC	n/a
+MEG1012	MISC	n/a
+MEG1011	MISC	n/a
+MEG1023	MISC	n/a
+MEG1022	MISC	n/a
+MEG1021	MISC	n/a
+MEG1032	MISC	n/a
+MEG1033	MISC	n/a
+MEG1031	MISC	n/a
+MEG1043	MISC	n/a
+MEG1042	MISC	n/a
+MEG1041	MISC	n/a
+MEG1112	MISC	n/a
+MEG1113	MISC	n/a
+MEG1111	MISC	n/a
+MEG1123	MISC	n/a
+MEG1122	MISC	n/a
+MEG1121	MISC	n/a
+MEG1133	MISC	n/a
+MEG1132	MISC	n/a
+MEG1131	MISC	n/a
+MEG1142	MISC	n/a
+MEG1143	MISC	n/a
+MEG1141	MISC	n/a
+MEG1213	MISC	n/a
+MEG1212	MISC	n/a
+MEG1211	MISC	n/a
+MEG1223	MISC	n/a
+MEG1222	MISC	n/a
+MEG1221	MISC	n/a
+MEG1232	MISC	n/a
+MEG1233	MISC	n/a
+MEG1231	MISC	n/a
+MEG1243	MISC	n/a
+MEG1242	MISC	n/a
+MEG1241	MISC	n/a
+MEG1312	MISC	n/a
+MEG1313	MISC	n/a
+MEG1311	MISC	n/a
+MEG1323	MISC	n/a
+MEG1322	MISC	n/a
+MEG1321	MISC	n/a
+MEG1333	MISC	n/a
+MEG1332	MISC	n/a
+MEG1331	MISC	n/a
+MEG1342	MISC	n/a
+MEG1343	MISC	n/a
+MEG1341	MISC	n/a
+MEG1412	MISC	n/a
+MEG1413	MISC	n/a
+MEG1411	MISC	n/a
+MEG1423	MISC	n/a
+MEG1422	MISC	n/a
+MEG1421	MISC	n/a
+MEG1433	MISC	n/a
+MEG1432	MISC	n/a
+MEG1431	MISC	n/a
+MEG1442	MISC	n/a
+MEG1443	MISC	n/a
+MEG1441	MISC	n/a
+MEG1512	MISC	n/a
+MEG1513	MISC	n/a
+MEG1511	MISC	n/a
+MEG1522	MISC	n/a
+MEG1523	MISC	n/a
+MEG1521	MISC	n/a
+MEG1533	MISC	n/a
+MEG1532	MISC	n/a
+MEG1531	MISC	n/a
+MEG1543	MISC	n/a
+MEG1542	MISC	n/a
+MEG1541	MISC	n/a
+MEG1613	MISC	n/a
+MEG1612	MISC	n/a
+MEG1611	MISC	n/a
+MEG1622	MISC	n/a
+MEG1623	MISC	n/a
+MEG1621	MISC	n/a
+MEG1632	MISC	n/a
+MEG1633	MISC	n/a
+MEG1631	MISC	n/a
+MEG1643	MISC	n/a
+MEG1642	MISC	n/a
+MEG1641	MISC	n/a
+MEG1713	MISC	n/a
+MEG1712	MISC	n/a
+MEG1711	MISC	n/a
+MEG1722	MISC	n/a
+MEG1723	MISC	n/a
+MEG1721	MISC	n/a
+MEG1732	MISC	n/a
+MEG1733	MISC	n/a
+MEG1731	MISC	n/a
+MEG1743	MISC	n/a
+MEG1742	MISC	n/a
+MEG1741	MISC	n/a
+MEG1813	MISC	n/a
+MEG1812	MISC	n/a
+MEG1811	MISC	n/a
+MEG1822	MISC	n/a
+MEG1823	MISC	n/a
+MEG1821	MISC	n/a
+MEG1832	MISC	n/a
+MEG1833	MISC	n/a
+MEG1831	MISC	n/a
+MEG1843	MISC	n/a
+MEG1842	MISC	n/a
+MEG1841	MISC	n/a
+MEG1912	MISC	n/a
+MEG1913	MISC	n/a
+MEG1911	MISC	n/a
+MEG1923	MISC	n/a
+MEG1922	MISC	n/a
+MEG1921	MISC	n/a
+MEG1932	MISC	n/a
+MEG1933	MISC	n/a
+MEG1931	MISC	n/a
+MEG1943	MISC	n/a
+MEG1942	MISC	n/a
+MEG1941	MISC	n/a
+MEG2013	MISC	n/a
+MEG2012	MISC	n/a
+MEG2011	MISC	n/a
+MEG2023	MISC	n/a
+MEG2022	MISC	n/a
+MEG2021	MISC	n/a
+MEG2032	MISC	n/a
+MEG2033	MISC	n/a
+MEG2031	MISC	n/a
+MEG2042	MISC	n/a
+MEG2043	MISC	n/a
+MEG2041	MISC	n/a
+MEG2113	MISC	n/a
+MEG2112	MISC	n/a
+MEG2111	MISC	n/a
+MEG2122	MISC	n/a
+MEG2123	MISC	n/a
+MEG2121	MISC	n/a
+MEG2133	MISC	n/a
+MEG2132	MISC	n/a
+MEG2131	MISC	n/a
+MEG2143	MISC	n/a
+MEG2142	MISC	n/a
+MEG2141	MISC	n/a
+MEG2212	MISC	n/a
+MEG2213	MISC	n/a
+MEG2211	MISC	n/a
+MEG2223	MISC	n/a
+MEG2222	MISC	n/a
+MEG2221	MISC	n/a
+MEG2233	MISC	n/a
+MEG2232	MISC	n/a
+MEG2231	MISC	n/a
+MEG2242	MISC	n/a
+MEG2243	MISC	n/a
+MEG2241	MISC	n/a
+MEG2312	MISC	n/a
+MEG2313	MISC	n/a
+MEG2311	MISC	n/a
+MEG2323	MISC	n/a
+MEG2322	MISC	n/a
+MEG2321	MISC	n/a
+MEG2332	MISC	n/a
+MEG2333	MISC	n/a
+MEG2331	MISC	n/a
+MEG2343	MISC	n/a
+MEG2342	MISC	n/a
+MEG2341	MISC	n/a
+MEG2412	MISC	n/a
+MEG2413	MISC	n/a
+MEG2411	MISC	n/a
+MEG2423	MISC	n/a
+MEG2422	MISC	n/a
+MEG2421	MISC	n/a
+MEG2433	MISC	n/a
+MEG2432	MISC	n/a
+MEG2431	MISC	n/a
+MEG2442	MISC	n/a
+MEG2443	MISC	n/a
+MEG2441	MISC	n/a
+MEG2512	MISC	n/a
+MEG2513	MISC	n/a
+MEG2511	MISC	n/a
+MEG2522	MISC	n/a
+MEG2523	MISC	n/a
+MEG2521	MISC	n/a
+MEG2533	MISC	n/a
+MEG2532	MISC	n/a
+MEG2531	MISC	n/a
+MEG2543	MISC	n/a
+MEG2542	MISC	n/a
+MEG2541	MISC	n/a
+MEG2612	MISC	n/a
+MEG2613	MISC	n/a
+MEG2611	MISC	n/a
+MEG2623	MISC	n/a
+MEG2622	MISC	n/a
+MEG2621	MISC	n/a
+MEG2633	MISC	n/a
+MEG2632	MISC	n/a
+MEG2631	MISC	n/a
+MEG2642	MISC	n/a
+MEG2643	MISC	n/a
+MEG2641	MISC	n/a
+EEG001	EEG	microV
+EEG002	EEG	microV
+EEG003	EEG	microV
+EEG004	EEG	microV
+EEG005	EEG	microV
+EEG006	EEG	microV
+EEG007	EEG	microV
+EEG008	EEG	microV
+EEG009	EEG	microV
+EEG010	EEG	microV
+EEG011	EEG	microV
+EEG012	EEG	microV
+EEG013	EEG	microV
+EEG014	EEG	microV
+EEG015	EEG	microV
+EEG016	EEG	microV
+EEG017	EEG	microV
+EEG018	EEG	microV
+EEG019	EEG	microV
+EEG020	EEG	microV
+EEG021	EEG	microV
+EEG022	EEG	microV
+EEG023	EEG	microV
+EEG024	EEG	microV
+EEG025	EEG	microV
+EEG026	EEG	microV
+EEG027	EEG	microV
+EEG028	EEG	microV
+EEG029	EEG	microV
+EEG030	EEG	microV
+EEG031	EEG	microV
+EEG032	EEG	microV
+EEG033	EEG	microV
+EEG034	EEG	microV
+EEG035	EEG	microV
+EEG036	EEG	microV
+EEG037	EEG	microV
+EEG038	EEG	microV
+EEG039	EEG	microV
+EEG040	EEG	microV
+EEG041	EEG	microV
+EEG042	EEG	microV
+EEG043	EEG	microV
+EEG044	EEG	microV
+EEG045	EEG	microV
+EEG046	EEG	microV
+EEG047	EEG	microV
+EEG048	EEG	microV
+EEG049	EEG	microV
+EEG050	EEG	microV
+EEG051	EEG	microV
+EEG052	EEG	microV
+EEG053	EEG	microV
+EEG054	EEG	microV
+EEG055	EEG	microV
+EEG056	EEG	microV
+EEG057	EEG	microV
+EEG058	EEG	microV
+EEG059	EEG	microV
+EEG060	EEG	microV
+EEG061	HEOG	n/a
+EEG062	VEOG	n/a
+EEG063	MISC	n/a
+EEG064	MISC	n/a
+EEG065	EEG	microV
+EEG066	EEG	microV
+EEG067	EEG	microV
+EEG068	EEG	microV
+EEG069	EEG	microV
+EEG070	EEG	microV
+EEG071	EEG	microV
+EEG072	EEG	microV
+EEG073	EEG	microV
+EEG074	EEG	microV
+STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json
new file mode 100644
index 00000000..16428806
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json
@@ -0,0 +1,24 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "EEGPlacementScheme": "extended 10-10% system",
+  "CapManufacturer": "Easycap",
+  "EEGChannelCount": 70,
+  "EOGChannelCount": 2,
+  "RecordingType": "continuous",
+  "MiscChannelCount": 309,
+  "RecordingDuration": 494,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.set b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.set
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
new file mode 100644
index 00000000..8ed95eba
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+25.1161818182	n/a	6279.0455	show_face_initial	famous_face	first_show	1	n/a	5	f074.bmp
+25.9789090909	n/a	6494.7273	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+26.0261818182	n/a	6506.5455	left_press	n/a	n/a	1	n/a	256	n/a
+27.678909090900003	n/a	6919.7273	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+28.1734545455	n/a	7043.3636	show_face	unfamiliar_face	first_show	2	n/a	13	u011.bmp
+29.0598181818	n/a	7264.9545	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+29.1116363636	n/a	7277.9091	left_press	n/a	n/a	2	n/a	256	n/a
+30.7598181818	n/a	7689.9545	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+31.3307272727	n/a	7832.6818	show_face	scrambled_face	first_show	3	n/a	17	s036.bmp
+32.2798181818	n/a	8069.9545	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+32.2952727273	n/a	8073.8182	left_press	n/a	n/a	3	n/a	256	n/a
+33.9798181818	n/a	8494.9545	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+34.438	n/a	8609.5	show_face	famous_face	first_show	4	n/a	5	f112.bmp
+35.0207272727	n/a	8755.1818	right_press	n/a	n/a	4	n/a	4096	n/a
+35.4343636364	n/a	8858.5909	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+37.1343636364	n/a	9283.5909	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+37.7789090909	n/a	9444.7273	show_face	famous_face	immediate_repeat	5	1	6	f112.bmp
+38.3270909091	n/a	9581.7727	right_press	n/a	n/a	5	n/a	4096	n/a
+38.6825454545	n/a	9670.6364	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+40.3825454545	n/a	10095.6364	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+40.9698181818	n/a	10242.4545	show_face	unfamiliar_face	first_show	6	n/a	13	u066.bmp
+41.5543636364	n/a	10388.5909	left_press	n/a	n/a	6	n/a	256	n/a
+41.9298181818	n/a	10482.4545	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+43.629818181800005	n/a	10907.4545	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+44.2770909091	n/a	11069.2727	show_face	unfamiliar_face	immediate_repeat	7	1	14	u066.bmp
+44.7452727273	n/a	11186.3182	left_press	n/a	n/a	7	n/a	256	n/a
+45.1461818182	n/a	11286.5455	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+46.8461818182	n/a	11711.5455	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+47.350727272700006	n/a	11837.6818	show_face	unfamiliar_face	first_show	8	n/a	13	u113.bmp
+47.9570909091	n/a	11989.2727	right_press	n/a	n/a	8	n/a	4096	n/a
+48.2598181818	n/a	12064.9545	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+49.9598181818	n/a	12489.9545	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+50.508	n/a	12627.0	show_face	unfamiliar_face	immediate_repeat	9	1	14	u113.bmp
+51.2570909091	n/a	12814.2727	right_press	n/a	n/a	9	n/a	4096	n/a
+51.409818181800006	n/a	12852.4545	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+53.1098181818	n/a	13277.4545	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+53.5825454545	n/a	13395.6364	show_face	famous_face	delayed_repeat	10	9	7	f074.bmp
+54.269818181800005	n/a	13567.4545	left_press	n/a	n/a	10	n/a	256	n/a
+54.484363636400005	n/a	13621.0909	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+56.1843636364	n/a	14046.0909	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+56.6561818182	n/a	14164.0455	show_face	scrambled_face	first_show	11	n/a	17	s100.bmp
+57.5234545455	n/a	14380.8636	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+57.6107272727	n/a	14402.6818	right_press	n/a	n/a	11	n/a	4096	n/a
+59.223454545500005	n/a	14805.8636	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+59.7798181818	n/a	14944.9545	show_face	scrambled_face	immediate_repeat	12	1	18	s100.bmp
+60.3152727273	n/a	15078.8182	right_press	n/a	n/a	12	n/a	4096	n/a
+60.6907272727	n/a	15172.6818	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+62.390727272700005	n/a	15597.6818	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+62.9370909091	n/a	15734.2727	show_face	unfamiliar_face	delayed_repeat	13	11	15	u011.bmp
+63.6552727273	n/a	15913.8182	left_press	n/a	n/a	13	n/a	256	n/a
+63.8470909091	n/a	15961.7727	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+65.54709090909999	n/a	16386.7727	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+66.1607272727	n/a	16540.1818	show_face	unfamiliar_face	first_show	14	n/a	13	u069.bmp
+67.07436363640001	n/a	16768.5909	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+67.228	n/a	16807.0	right_press	n/a	n/a	14	n/a	4096	n/a
+68.7743636364	n/a	17193.5909	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+69.3689090909	n/a	17342.2273	show_face	unfamiliar_face	immediate_repeat	15	1	14	u069.bmp
+69.9052727273	n/a	17476.3182	right_press	n/a	n/a	15	n/a	4096	n/a
+70.1970909091	n/a	17549.2727	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+71.8970909091	n/a	17974.2727	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+72.3925454545	n/a	18098.1364	show_face	scrambled_face	delayed_repeat	16	13	19	s036.bmp
+73.2898181818	n/a	18322.4545	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+73.46436363640001	n/a	18366.0909	right_press	n/a	n/a	16	n/a	4096	n/a
+74.9898181818	n/a	18747.4545	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+75.6325454545	n/a	18908.1364	show_face	famous_face	first_show	17	n/a	5	f039.bmp
+76.368	n/a	19092.0	right_press	n/a	n/a	17	n/a	4096	n/a
+76.63436363640001	n/a	19158.5909	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+78.3343636364	n/a	19583.5909	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+78.9570909091	n/a	19739.2727	show_face	famous_face	first_show	18	n/a	5	f020.bmp
+79.6643636364	n/a	19916.0909	right_press	n/a	n/a	18	n/a	4096	n/a
+79.8807272727	n/a	19970.1818	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+81.5807272727	n/a	20395.1818	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.1643636364	n/a	20541.0909	show_face	famous_face	first_show	19	n/a	5	f101.bmp
+82.7389090909	n/a	20684.7273	right_press	n/a	n/a	19	n/a	4096	n/a
+83.07527272729999	n/a	20768.8182	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+84.77527272729999	n/a	21193.8182	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+85.3725454545	n/a	21343.1364	show_face	scrambled_face	first_show	20	n/a	17	s058.bmp
+86.0489090909	n/a	21512.2273	left_press	n/a	n/a	20	n/a	256	n/a
+86.2352727273	n/a	21558.8182	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+87.93527272729999	n/a	21983.8182	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+88.4625454545	n/a	22115.6364	show_face	scrambled_face	immediate_repeat	21	1	18	s058.bmp
+89.01254545450001	n/a	22253.1364	left_press	n/a	n/a	21	n/a	256	n/a
+89.478	n/a	22369.5	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+91.178	n/a	22794.5	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+91.8370909091	n/a	22959.2727	show_face	unfamiliar_face	first_show	22	n/a	13	u061.bmp
+92.4243636364	n/a	23106.0909	right_press	n/a	n/a	22	n/a	4096	n/a
+92.7425454545	n/a	23185.6364	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.4425454545	n/a	23610.6364	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+94.9270909091	n/a	23731.7727	show_face	unfamiliar_face	immediate_repeat	23	1	14	u061.bmp
+95.5016363636	n/a	23875.4091	right_press	n/a	n/a	23	n/a	4096	n/a
+95.8570909091	n/a	23964.2727	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+97.5570909091	n/a	24389.2727	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+98.118	n/a	24529.5	show_face	famous_face	first_show	24	n/a	5	f105.bmp
+98.668	n/a	24667.0	right_press	n/a	n/a	24	n/a	4096	n/a
+99.0398181818	n/a	24759.9545	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+100.7398181818	n/a	25184.9545	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+101.3589090909	n/a	25339.7273	show_face	famous_face	delayed_repeat	25	8	7	f039.bmp
+102.0052727273	n/a	25501.3182	right_press	n/a	n/a	25	n/a	4096	n/a
+102.2907272727	n/a	25572.6818	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+103.9907272727	n/a	25997.6818	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.4661818182	n/a	26116.5455	show_face	famous_face	first_show	26	n/a	5	f138.bmp
+105.178	n/a	26294.5	right_press	n/a	n/a	26	n/a	4096	n/a
+105.2889090909	n/a	26322.2273	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+106.9889090909	n/a	26747.2273	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+107.5070909091	n/a	26876.7727	show_face	famous_face	delayed_repeat	27	9	7	f020.bmp
+108.3252727273	n/a	27081.3182	right_press	n/a	n/a	27	n/a	4096	n/a
+108.4352727273	n/a	27108.8182	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.1352727273	n/a	27533.8182	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+110.7970909091	n/a	27699.2727	show_face	famous_face	first_show	28	n/a	5	f064.bmp
+111.4734545455	n/a	27868.3636	right_press	n/a	n/a	28	n/a	4096	n/a
+111.6761818182	n/a	27919.0455	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+113.3761818182	n/a	28344.0455	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+113.8543636364	n/a	28463.5909	show_face	famous_face	immediate_repeat	29	1	6	f064.bmp
+114.4052727273	n/a	28601.3182	right_press	n/a	n/a	29	n/a	4096	n/a
+114.6734545455	n/a	28668.3636	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+116.3734545455	n/a	29093.3636	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+116.9289090909	n/a	29232.2273	show_face	famous_face	delayed_repeat	30	11	7	f101.bmp
+117.5816363636	n/a	29395.4091	right_press	n/a	n/a	30	n/a	4096	n/a
+117.8807272727	n/a	29470.1818	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+119.5807272727	n/a	29895.1818	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.1025454545	n/a	30025.6364	show_face	unfamiliar_face	first_show	31	n/a	13	u127.bmp
+120.6807272727	n/a	30170.1818	left_press	n/a	n/a	31	n/a	256	n/a
+120.9898181818	n/a	30247.4545	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+122.6898181818	n/a	30672.4545	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.2425454545	n/a	30810.6364	show_face	scrambled_face	first_show	32	n/a	17	s103.bmp
+124.128	n/a	31032.0	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+124.2616363636	n/a	31065.4091	left_press	n/a	n/a	32	n/a	256	n/a
+125.828	n/a	31457.0	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+126.3661818182	n/a	31591.5455	show_face	unfamiliar_face	first_show	33	n/a	13	u143.bmp
+126.9743636364	n/a	31743.5909	left_press	n/a	n/a	33	n/a	256	n/a
+127.2743636364	n/a	31818.5909	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+128.9743636364	n/a	32243.5909	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+129.5407272727	n/a	32385.1818	show_face	famous_face	delayed_repeat	34	10	7	f105.bmp
+130.1416363636	n/a	32535.4091	right_press	n/a	n/a	34	n/a	4096	n/a
+130.4925454545	n/a	32623.1364	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+132.19254545450002	n/a	33048.1364	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+132.7643636364	n/a	33191.0909	show_face	famous_face	first_show	35	n/a	5	f119.bmp
+133.3534545455	n/a	33338.3636	left_press	n/a	n/a	35	n/a	256	n/a
+133.608	n/a	33402.0	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+135.308	n/a	33827.0	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+135.9052727273	n/a	33976.3182	show_face	famous_face	immediate_repeat	36	1	6	f119.bmp
+136.4534545455	n/a	34113.3636	left_press	n/a	n/a	36	n/a	256	n/a
+136.92163636360002	n/a	34230.4091	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+138.6216363636	n/a	34655.4091	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+139.2461818182	n/a	34811.5455	show_face	famous_face	delayed_repeat	37	11	7	f138.bmp
+139.83072727270002	n/a	34957.6818	right_press	n/a	n/a	37	n/a	4096	n/a
+140.20981818180002	n/a	35052.4545	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+141.9098181818	n/a	35477.4545	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+142.55436363639998	n/a	35638.5909	show_face	unfamiliar_face	first_show	38	n/a	13	u074.bmp
+143.0743636364	n/a	35768.5909	left_press	n/a	n/a	38	n/a	256	n/a
+143.448	n/a	35862.0	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.148	n/a	36287.0	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+145.74436363639998	n/a	36436.0909	show_face	unfamiliar_face	immediate_repeat	39	1	14	u074.bmp
+146.23163636360002	n/a	36557.9091	left_press	n/a	n/a	39	n/a	256	n/a
+146.7252727273	n/a	36681.3182	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+148.42527272729998	n/a	37106.3182	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.0689090909	n/a	37267.2273	show_face	unfamiliar_face	first_show	40	n/a	13	u134.bmp
+149.7352727273	n/a	37433.8182	left_press	n/a	n/a	40	n/a	256	n/a
+149.9625454545	n/a	37490.6364	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+151.66254545450002	n/a	37915.6364	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.1261818182	n/a	38031.5455	show_face	unfamiliar_face	delayed_repeat	41	10	15	u127.bmp
+152.6370909091	n/a	38159.2727	right_press	n/a	n/a	41	n/a	4096	n/a
+153.0498181818	n/a	38262.4545	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+154.7498181818	n/a	38687.4545	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+155.3834545455	n/a	38845.8636	show_face	scrambled_face	first_show	42	n/a	17	s150.bmp
+156.3143636364	n/a	39078.5909	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+156.5061818182	n/a	39126.5455	right_press	n/a	n/a	42	n/a	4096	n/a
+158.0143636364	n/a	39503.5909	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+158.5752727273	n/a	39643.8182	show_face	scrambled_face	delayed_repeat	43	11	19	s103.bmp
+159.4952727273	n/a	39873.8182	right_press	n/a	n/a	43	n/a	4096	n/a
+159.4961818182	n/a	39874.0455	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+161.1961818182	n/a	40299.0455	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+161.8152727273	n/a	40453.8182	show_face	unfamiliar_face	first_show	44	n/a	13	u077.bmp
+162.388	n/a	40597.0	left_press	n/a	n/a	44	n/a	256	n/a
+162.6416363636	n/a	40660.4091	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+164.3416363636	n/a	41085.4091	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+164.8552727273	n/a	41213.8182	show_face	unfamiliar_face	immediate_repeat	45	1	14	u077.bmp
+165.4570909091	n/a	41364.2727	left_press	n/a	n/a	45	n/a	256	n/a
+165.8652727273	n/a	41466.3182	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+167.5652727273	n/a	41891.3182	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.1298181818	n/a	42032.4545	show_face	unfamiliar_face	delayed_repeat	46	13	15	u143.bmp
+168.7543636364	n/a	42188.5909	left_press	n/a	n/a	46	n/a	256	n/a
+168.9934545455	n/a	42248.3636	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+170.6934545455	n/a	42673.3636	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.3370909091	n/a	42834.2727	show_face	scrambled_face	first_show	47	n/a	17	s026.bmp
+172.1070909091	n/a	43026.7727	right_press	n/a	n/a	47	n/a	4096	n/a
+172.3189090909	n/a	43079.7273	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.0189090909	n/a	43504.7273	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+174.528	n/a	43632.0	show_face	scrambled_face	immediate_repeat	48	1	18	s026.bmp
+175.1616363636	n/a	43790.4091	right_press	n/a	n/a	48	n/a	4096	n/a
+175.3970909091	n/a	43849.2727	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.0970909091	n/a	44274.2727	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+177.6016363636	n/a	44400.4091	show_face	famous_face	first_show	49	n/a	5	f036.bmp
+178.2043636364	n/a	44551.0909	left_press	n/a	n/a	49	n/a	256	n/a
+178.54163636360002	n/a	44635.4091	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.2416363636	n/a	45060.4091	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+180.7089090909	n/a	45177.2273	show_face	famous_face	immediate_repeat	50	1	6	f036.bmp
+181.2907272727	n/a	45322.6818	left_press	n/a	n/a	50	n/a	256	n/a
+181.7089090909	n/a	45427.2273	show_circle	n/a	n/a	50	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
new file mode 100644
index 00000000..3020ecb7
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
@@ -0,0 +1,382 @@
+name	type	units
+MEG0113	MISC	n/a
+MEG0112	MISC	n/a
+MEG0111	MISC	n/a
+MEG0122	MISC	n/a
+MEG0123	MISC	n/a
+MEG0121	MISC	n/a
+MEG0132	MISC	n/a
+MEG0133	MISC	n/a
+MEG0131	MISC	n/a
+MEG0143	MISC	n/a
+MEG0142	MISC	n/a
+MEG0141	MISC	n/a
+MEG0213	MISC	n/a
+MEG0212	MISC	n/a
+MEG0211	MISC	n/a
+MEG0222	MISC	n/a
+MEG0223	MISC	n/a
+MEG0221	MISC	n/a
+MEG0232	MISC	n/a
+MEG0233	MISC	n/a
+MEG0231	MISC	n/a
+MEG0243	MISC	n/a
+MEG0242	MISC	n/a
+MEG0241	MISC	n/a
+MEG0313	MISC	n/a
+MEG0312	MISC	n/a
+MEG0311	MISC	n/a
+MEG0322	MISC	n/a
+MEG0323	MISC	n/a
+MEG0321	MISC	n/a
+MEG0333	MISC	n/a
+MEG0332	MISC	n/a
+MEG0331	MISC	n/a
+MEG0343	MISC	n/a
+MEG0342	MISC	n/a
+MEG0341	MISC	n/a
+MEG0413	MISC	n/a
+MEG0412	MISC	n/a
+MEG0411	MISC	n/a
+MEG0422	MISC	n/a
+MEG0423	MISC	n/a
+MEG0421	MISC	n/a
+MEG0432	MISC	n/a
+MEG0433	MISC	n/a
+MEG0431	MISC	n/a
+MEG0443	MISC	n/a
+MEG0442	MISC	n/a
+MEG0441	MISC	n/a
+MEG0513	MISC	n/a
+MEG0512	MISC	n/a
+MEG0511	MISC	n/a
+MEG0523	MISC	n/a
+MEG0522	MISC	n/a
+MEG0521	MISC	n/a
+MEG0532	MISC	n/a
+MEG0533	MISC	n/a
+MEG0531	MISC	n/a
+MEG0542	MISC	n/a
+MEG0543	MISC	n/a
+MEG0541	MISC	n/a
+MEG0613	MISC	n/a
+MEG0612	MISC	n/a
+MEG0611	MISC	n/a
+MEG0622	MISC	n/a
+MEG0623	MISC	n/a
+MEG0621	MISC	n/a
+MEG0633	MISC	n/a
+MEG0632	MISC	n/a
+MEG0631	MISC	n/a
+MEG0642	MISC	n/a
+MEG0643	MISC	n/a
+MEG0641	MISC	n/a
+MEG0713	MISC	n/a
+MEG0712	MISC	n/a
+MEG0711	MISC	n/a
+MEG0723	MISC	n/a
+MEG0722	MISC	n/a
+MEG0721	MISC	n/a
+MEG0733	MISC	n/a
+MEG0732	MISC	n/a
+MEG0731	MISC	n/a
+MEG0743	MISC	n/a
+MEG0742	MISC	n/a
+MEG0741	MISC	n/a
+MEG0813	MISC	n/a
+MEG0812	MISC	n/a
+MEG0811	MISC	n/a
+MEG0822	MISC	n/a
+MEG0823	MISC	n/a
+MEG0821	MISC	n/a
+MEG0913	MISC	n/a
+MEG0912	MISC	n/a
+MEG0911	MISC	n/a
+MEG0923	MISC	n/a
+MEG0922	MISC	n/a
+MEG0921	MISC	n/a
+MEG0932	MISC	n/a
+MEG0933	MISC	n/a
+MEG0931	MISC	n/a
+MEG0942	MISC	n/a
+MEG0943	MISC	n/a
+MEG0941	MISC	n/a
+MEG1013	MISC	n/a
+MEG1012	MISC	n/a
+MEG1011	MISC	n/a
+MEG1023	MISC	n/a
+MEG1022	MISC	n/a
+MEG1021	MISC	n/a
+MEG1032	MISC	n/a
+MEG1033	MISC	n/a
+MEG1031	MISC	n/a
+MEG1043	MISC	n/a
+MEG1042	MISC	n/a
+MEG1041	MISC	n/a
+MEG1112	MISC	n/a
+MEG1113	MISC	n/a
+MEG1111	MISC	n/a
+MEG1123	MISC	n/a
+MEG1122	MISC	n/a
+MEG1121	MISC	n/a
+MEG1133	MISC	n/a
+MEG1132	MISC	n/a
+MEG1131	MISC	n/a
+MEG1142	MISC	n/a
+MEG1143	MISC	n/a
+MEG1141	MISC	n/a
+MEG1213	MISC	n/a
+MEG1212	MISC	n/a
+MEG1211	MISC	n/a
+MEG1223	MISC	n/a
+MEG1222	MISC	n/a
+MEG1221	MISC	n/a
+MEG1232	MISC	n/a
+MEG1233	MISC	n/a
+MEG1231	MISC	n/a
+MEG1243	MISC	n/a
+MEG1242	MISC	n/a
+MEG1241	MISC	n/a
+MEG1312	MISC	n/a
+MEG1313	MISC	n/a
+MEG1311	MISC	n/a
+MEG1323	MISC	n/a
+MEG1322	MISC	n/a
+MEG1321	MISC	n/a
+MEG1333	MISC	n/a
+MEG1332	MISC	n/a
+MEG1331	MISC	n/a
+MEG1342	MISC	n/a
+MEG1343	MISC	n/a
+MEG1341	MISC	n/a
+MEG1412	MISC	n/a
+MEG1413	MISC	n/a
+MEG1411	MISC	n/a
+MEG1423	MISC	n/a
+MEG1422	MISC	n/a
+MEG1421	MISC	n/a
+MEG1433	MISC	n/a
+MEG1432	MISC	n/a
+MEG1431	MISC	n/a
+MEG1442	MISC	n/a
+MEG1443	MISC	n/a
+MEG1441	MISC	n/a
+MEG1512	MISC	n/a
+MEG1513	MISC	n/a
+MEG1511	MISC	n/a
+MEG1522	MISC	n/a
+MEG1523	MISC	n/a
+MEG1521	MISC	n/a
+MEG1533	MISC	n/a
+MEG1532	MISC	n/a
+MEG1531	MISC	n/a
+MEG1543	MISC	n/a
+MEG1542	MISC	n/a
+MEG1541	MISC	n/a
+MEG1613	MISC	n/a
+MEG1612	MISC	n/a
+MEG1611	MISC	n/a
+MEG1622	MISC	n/a
+MEG1623	MISC	n/a
+MEG1621	MISC	n/a
+MEG1632	MISC	n/a
+MEG1633	MISC	n/a
+MEG1631	MISC	n/a
+MEG1643	MISC	n/a
+MEG1642	MISC	n/a
+MEG1641	MISC	n/a
+MEG1713	MISC	n/a
+MEG1712	MISC	n/a
+MEG1711	MISC	n/a
+MEG1722	MISC	n/a
+MEG1723	MISC	n/a
+MEG1721	MISC	n/a
+MEG1732	MISC	n/a
+MEG1733	MISC	n/a
+MEG1731	MISC	n/a
+MEG1743	MISC	n/a
+MEG1742	MISC	n/a
+MEG1741	MISC	n/a
+MEG1813	MISC	n/a
+MEG1812	MISC	n/a
+MEG1811	MISC	n/a
+MEG1822	MISC	n/a
+MEG1823	MISC	n/a
+MEG1821	MISC	n/a
+MEG1832	MISC	n/a
+MEG1833	MISC	n/a
+MEG1831	MISC	n/a
+MEG1843	MISC	n/a
+MEG1842	MISC	n/a
+MEG1841	MISC	n/a
+MEG1912	MISC	n/a
+MEG1913	MISC	n/a
+MEG1911	MISC	n/a
+MEG1923	MISC	n/a
+MEG1922	MISC	n/a
+MEG1921	MISC	n/a
+MEG1932	MISC	n/a
+MEG1933	MISC	n/a
+MEG1931	MISC	n/a
+MEG1943	MISC	n/a
+MEG1942	MISC	n/a
+MEG1941	MISC	n/a
+MEG2013	MISC	n/a
+MEG2012	MISC	n/a
+MEG2011	MISC	n/a
+MEG2023	MISC	n/a
+MEG2022	MISC	n/a
+MEG2021	MISC	n/a
+MEG2032	MISC	n/a
+MEG2033	MISC	n/a
+MEG2031	MISC	n/a
+MEG2042	MISC	n/a
+MEG2043	MISC	n/a
+MEG2041	MISC	n/a
+MEG2113	MISC	n/a
+MEG2112	MISC	n/a
+MEG2111	MISC	n/a
+MEG2122	MISC	n/a
+MEG2123	MISC	n/a
+MEG2121	MISC	n/a
+MEG2133	MISC	n/a
+MEG2132	MISC	n/a
+MEG2131	MISC	n/a
+MEG2143	MISC	n/a
+MEG2142	MISC	n/a
+MEG2141	MISC	n/a
+MEG2212	MISC	n/a
+MEG2213	MISC	n/a
+MEG2211	MISC	n/a
+MEG2223	MISC	n/a
+MEG2222	MISC	n/a
+MEG2221	MISC	n/a
+MEG2233	MISC	n/a
+MEG2232	MISC	n/a
+MEG2231	MISC	n/a
+MEG2242	MISC	n/a
+MEG2243	MISC	n/a
+MEG2241	MISC	n/a
+MEG2312	MISC	n/a
+MEG2313	MISC	n/a
+MEG2311	MISC	n/a
+MEG2323	MISC	n/a
+MEG2322	MISC	n/a
+MEG2321	MISC	n/a
+MEG2332	MISC	n/a
+MEG2333	MISC	n/a
+MEG2331	MISC	n/a
+MEG2343	MISC	n/a
+MEG2342	MISC	n/a
+MEG2341	MISC	n/a
+MEG2412	MISC	n/a
+MEG2413	MISC	n/a
+MEG2411	MISC	n/a
+MEG2423	MISC	n/a
+MEG2422	MISC	n/a
+MEG2421	MISC	n/a
+MEG2433	MISC	n/a
+MEG2432	MISC	n/a
+MEG2431	MISC	n/a
+MEG2442	MISC	n/a
+MEG2443	MISC	n/a
+MEG2441	MISC	n/a
+MEG2512	MISC	n/a
+MEG2513	MISC	n/a
+MEG2511	MISC	n/a
+MEG2522	MISC	n/a
+MEG2523	MISC	n/a
+MEG2521	MISC	n/a
+MEG2533	MISC	n/a
+MEG2532	MISC	n/a
+MEG2531	MISC	n/a
+MEG2543	MISC	n/a
+MEG2542	MISC	n/a
+MEG2541	MISC	n/a
+MEG2612	MISC	n/a
+MEG2613	MISC	n/a
+MEG2611	MISC	n/a
+MEG2623	MISC	n/a
+MEG2622	MISC	n/a
+MEG2621	MISC	n/a
+MEG2633	MISC	n/a
+MEG2632	MISC	n/a
+MEG2631	MISC	n/a
+MEG2642	MISC	n/a
+MEG2643	MISC	n/a
+MEG2641	MISC	n/a
+EEG001	EEG	microV
+EEG002	EEG	microV
+EEG003	EEG	microV
+EEG004	EEG	microV
+EEG005	EEG	microV
+EEG006	EEG	microV
+EEG007	EEG	microV
+EEG008	EEG	microV
+EEG009	EEG	microV
+EEG010	EEG	microV
+EEG011	EEG	microV
+EEG012	EEG	microV
+EEG013	EEG	microV
+EEG014	EEG	microV
+EEG015	EEG	microV
+EEG016	EEG	microV
+EEG017	EEG	microV
+EEG018	EEG	microV
+EEG019	EEG	microV
+EEG020	EEG	microV
+EEG021	EEG	microV
+EEG022	EEG	microV
+EEG023	EEG	microV
+EEG024	EEG	microV
+EEG025	EEG	microV
+EEG026	EEG	microV
+EEG027	EEG	microV
+EEG028	EEG	microV
+EEG029	EEG	microV
+EEG030	EEG	microV
+EEG031	EEG	microV
+EEG032	EEG	microV
+EEG033	EEG	microV
+EEG034	EEG	microV
+EEG035	EEG	microV
+EEG036	EEG	microV
+EEG037	EEG	microV
+EEG038	EEG	microV
+EEG039	EEG	microV
+EEG040	EEG	microV
+EEG041	EEG	microV
+EEG042	EEG	microV
+EEG043	EEG	microV
+EEG044	EEG	microV
+EEG045	EEG	microV
+EEG046	EEG	microV
+EEG047	EEG	microV
+EEG048	EEG	microV
+EEG049	EEG	microV
+EEG050	EEG	microV
+EEG051	EEG	microV
+EEG052	EEG	microV
+EEG053	EEG	microV
+EEG054	EEG	microV
+EEG055	EEG	microV
+EEG056	EEG	microV
+EEG057	EEG	microV
+EEG058	EEG	microV
+EEG059	EEG	microV
+EEG060	EEG	microV
+EEG061	HEOG	n/a
+EEG062	VEOG	n/a
+EEG063	MISC	n/a
+EEG064	MISC	n/a
+EEG065	EEG	microV
+EEG066	EEG	microV
+EEG067	EEG	microV
+EEG068	EEG	microV
+EEG069	EEG	microV
+EEG070	EEG	microV
+EEG071	EEG	microV
+EEG072	EEG	microV
+EEG073	EEG	microV
+EEG074	EEG	microV
+STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json
new file mode 100644
index 00000000..e469ef95
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json
@@ -0,0 +1,24 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "EEGPlacementScheme": "extended 10-10% system",
+  "CapManufacturer": "Easycap",
+  "EEGChannelCount": 70,
+  "EOGChannelCount": 2,
+  "RecordingType": "continuous",
+  "MiscChannelCount": 309,
+  "RecordingDuration": 493,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.set b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.set
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
new file mode 100644
index 00000000..6979cec6
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+25.0143636364	n/a	6253.5909	show_face_initial	famous_face	first_show	1	n/a	5	f108.bmp
+25.8598181818	n/a	6464.9545	right_press	n/a	n/a	1	n/a	4096	n/a
+25.9516363636	n/a	6487.9091	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+27.6516363636	n/a	6912.9091	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+28.2552727273	n/a	7063.8182	show_face	scrambled_face	first_show	2	n/a	17	s141.bmp
+28.9170909091	n/a	7229.2727	left_press	n/a	n/a	2	n/a	256	n/a
+29.2725454545	n/a	7318.1364	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+30.9725454545	n/a	7743.1364	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+31.4452727273	n/a	7861.3182	show_face	scrambled_face	immediate_repeat	3	1	18	s141.bmp
+32.1234545455	n/a	8030.8636	left_press	n/a	n/a	3	n/a	256	n/a
+32.3816363636	n/a	8095.4091	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+34.081636363600005	n/a	8520.4091	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+34.569818181799995	n/a	8642.4545	show_face	unfamiliar_face	first_show	4	n/a	13	u132.bmp
+35.3943636364	n/a	8848.5909	right_press	n/a	n/a	4	n/a	4096	n/a
+35.4189090909	n/a	8854.7273	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+37.1189090909	n/a	9279.7273	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+37.7434545455	n/a	9435.8636	show_face	unfamiliar_face	immediate_repeat	5	1	14	u132.bmp
+38.1970909091	n/a	9549.2727	right_press	n/a	n/a	5	n/a	4096	n/a
+38.5725454545	n/a	9643.1364	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+40.2725454545	n/a	10068.1364	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+40.7834545455	n/a	10195.8636	show_face	scrambled_face	first_show	6	n/a	17	s033.bmp
+41.6189090909	n/a	10404.7273	right_press	n/a	n/a	6	n/a	4096	n/a
+41.758909090900005	n/a	10439.7273	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+43.4589090909	n/a	10864.7273	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+44.0743636364	n/a	11018.5909	show_face	scrambled_face	immediate_repeat	7	1	18	s033.bmp
+44.5670909091	n/a	11141.7727	right_press	n/a	n/a	7	n/a	4096	n/a
+45.0161818182	n/a	11254.0455	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+46.7161818182	n/a	11679.0455	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+47.2489090909	n/a	11812.2273	show_face	scrambled_face	first_show	8	n/a	17	s062.bmp
+47.8234545455	n/a	11955.8636	left_press	n/a	n/a	8	n/a	256	n/a
+48.2470909091	n/a	12061.7727	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+49.9470909091	n/a	12486.7727	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+50.438909090900005	n/a	12609.7273	show_face	famous_face	first_show	9	n/a	5	f102.bmp
+51.1325454545	n/a	12783.1364	right_press	n/a	n/a	9	n/a	4096	n/a
+51.2798181818	n/a	12819.9545	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+52.979818181800006	n/a	13244.9545	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+53.5298181818	n/a	13382.4545	show_face	famous_face	immediate_repeat	10	1	6	f102.bmp
+54.0234545455	n/a	13505.8636	right_press	n/a	n/a	10	n/a	4096	n/a
+54.3998181818	n/a	13599.9545	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+56.0998181818	n/a	14024.9545	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+56.6034545455	n/a	14150.8636	show_face	famous_face	delayed_repeat	11	10	7	f108.bmp
+57.2434545455	n/a	14310.8636	right_press	n/a	n/a	11	n/a	4096	n/a
+57.444363636400006	n/a	14361.0909	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+59.1443636364	n/a	14786.0909	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+59.7789090909	n/a	14944.7273	show_face	unfamiliar_face	first_show	12	n/a	13	u106.bmp
+60.4034545455	n/a	15100.8636	right_press	n/a	n/a	12	n/a	4096	n/a
+60.7607272727	n/a	15190.1818	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+62.460727272700005	n/a	15615.1818	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+63.1189090909	n/a	15779.7273	show_face	scrambled_face	first_show	13	n/a	17	s017.bmp
+63.9698181818	n/a	15992.4545	left_press	n/a	n/a	13	n/a	256	n/a
+64.0725454545	n/a	16018.1364	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+65.7725454545	n/a	16443.1364	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+66.3589090909	n/a	16589.7273	show_face	unfamiliar_face	first_show	14	n/a	13	u024.bmp
+67.218	n/a	16804.5	left_press	n/a	n/a	14	n/a	256	n/a
+67.22618181819999	n/a	16806.5455	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+68.92618181819999	n/a	17231.5455	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+69.5670909091	n/a	17391.7727	show_face	famous_face	first_show	15	n/a	5	f051.bmp
+70.1725454545	n/a	17543.1364	right_press	n/a	n/a	15	n/a	4096	n/a
+70.5616363636	n/a	17640.4091	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+72.26163636359999	n/a	18065.4091	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+72.908	n/a	18227.0	show_face	scrambled_face	delayed_repeat	16	8	19	s062.bmp
+73.7225454545	n/a	18430.6364	left_press	n/a	n/a	16	n/a	256	n/a
+73.82163636359999	n/a	18455.4091	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+75.5216363636	n/a	18880.4091	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+76.0652727273	n/a	19016.3182	show_face	scrambled_face	first_show	17	n/a	17	s025.bmp
+76.8516363636	n/a	19212.9091	left_press	n/a	n/a	17	n/a	256	n/a
+77.038	n/a	19259.5	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+78.738	n/a	19684.5	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+79.25618181819999	n/a	19814.0455	show_face	unfamiliar_face	first_show	18	n/a	13	u097.bmp
+79.8752727273	n/a	19968.8182	right_press	n/a	n/a	18	n/a	4096	n/a
+80.168	n/a	20042.0	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+81.868	n/a	20467.0	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.5134545455	n/a	20628.3636	show_face	unfamiliar_face	delayed_repeat	19	7	15	u106.bmp
+83.2434545455	n/a	20810.8636	right_press	n/a	n/a	19	n/a	4096	n/a
+83.4852727273	n/a	20871.3182	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+85.18527272729999	n/a	21296.3182	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+85.7870909091	n/a	21446.7727	show_face	famous_face	first_show	20	n/a	5	f147.bmp
+86.5116363636	n/a	21627.9091	right_press	n/a	n/a	20	n/a	4096	n/a
+86.74527272729999	n/a	21686.3182	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+88.4452727273	n/a	22111.3182	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+89.0452727273	n/a	22261.3182	show_face	scrambled_face	delayed_repeat	21	8	19	s017.bmp
+89.62436363639999	n/a	22406.0909	left_press	n/a	n/a	21	n/a	256	n/a
+89.9643636364	n/a	22491.0909	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+91.6643636364	n/a	22916.0909	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+92.1852727273	n/a	23046.3182	show_face	scrambled_face	first_show	22	n/a	17	s080.bmp
+92.9625454545	n/a	23240.6364	left_press	n/a	n/a	22	n/a	256	n/a
+93.1170909091	n/a	23279.2727	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.8170909091	n/a	23704.2727	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+95.3261818182	n/a	23831.5455	show_face	scrambled_face	immediate_repeat	23	1	18	s080.bmp
+95.9489090909	n/a	23987.2273	left_press	n/a	n/a	23	n/a	256	n/a
+96.2061818182	n/a	24051.5455	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+97.9061818182	n/a	24476.5455	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+98.4161818182	n/a	24604.0455	show_face	unfamiliar_face	delayed_repeat	24	10	15	u024.bmp
+99.1952727273	n/a	24798.8182	left_press	n/a	n/a	24	n/a	256	n/a
+99.2743636364	n/a	24818.5909	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+100.9743636364	n/a	25243.5909	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+101.5570909091	n/a	25389.2727	show_face	unfamiliar_face	first_show	25	n/a	13	u098.bmp
+102.1661818182	n/a	25541.5455	right_press	n/a	n/a	25	n/a	4096	n/a
+102.5016363636	n/a	25625.4091	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+104.2016363636	n/a	26050.4091	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.8316363636	n/a	26207.9091	show_face	unfamiliar_face	immediate_repeat	26	1	14	u098.bmp
+105.398	n/a	26349.5	right_press	n/a	n/a	26	n/a	4096	n/a
+105.808	n/a	26452.0	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+107.508	n/a	26877.0	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+107.9889090909	n/a	26997.2273	show_face	famous_face	delayed_repeat	27	12	7	f051.bmp
+108.6689090909	n/a	27167.2273	right_press	n/a	n/a	27	n/a	4096	n/a
+108.9852727273	n/a	27246.3182	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.6852727273	n/a	27671.3182	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+111.3298181818	n/a	27832.4545	show_face	unfamiliar_face	first_show	28	n/a	13	u100.bmp
+111.9307272727	n/a	27982.6818	left_press	n/a	n/a	28	n/a	256	n/a
+112.2098181818	n/a	28052.4545	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+113.9098181818	n/a	28477.4545	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+114.4870909091	n/a	28621.7727	show_face	scrambled_face	delayed_repeat	29	12	19	s025.bmp
+115.1225454545	n/a	28780.6364	left_press	n/a	n/a	29	n/a	256	n/a
+115.3643636364	n/a	28841.0909	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+117.0643636364	n/a	29266.0909	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+117.6107272727	n/a	29402.6818	show_face	famous_face	first_show	30	n/a	5	f099.bmp
+118.3225454545	n/a	29580.6364	right_press	n/a	n/a	30	n/a	4096	n/a
+118.4961818182	n/a	29624.0455	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+120.1961818182	n/a	30049.0455	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.7016363636	n/a	30175.4091	show_face	famous_face	immediate_repeat	31	1	6	f099.bmp
+121.2916363636	n/a	30322.9091	right_press	n/a	n/a	31	n/a	4096	n/a
+121.5316363636	n/a	30382.9091	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+123.2316363636	n/a	30807.9091	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.708	n/a	30927.0	show_face	unfamiliar_face	delayed_repeat	32	14	15	u097.bmp
+124.3725454545	n/a	31093.1364	right_press	n/a	n/a	32	n/a	4096	n/a
+124.708	n/a	31177.0	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+126.408	n/a	31602.0	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+127.0161818182	n/a	31754.0455	show_face	scrambled_face	first_show	33	n/a	17	s071.bmp
+127.7516363636	n/a	31937.9091	right_press	n/a	n/a	33	n/a	4096	n/a
+127.8416363636	n/a	31960.4091	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+129.54163636360002	n/a	32385.4091	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+130.1734545455	n/a	32543.3636	show_face	scrambled_face	immediate_repeat	34	1	18	s071.bmp
+131.0525454545	n/a	32763.1364	right_press	n/a	n/a	34	n/a	4096	n/a
+131.1007272727	n/a	32775.1818	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+132.80072727270002	n/a	33200.1818	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+133.4307272727	n/a	33357.6818	show_face	famous_face	delayed_repeat	35	15	7	f147.bmp
+134.0570909091	n/a	33514.2727	right_press	n/a	n/a	35	n/a	4096	n/a
+134.3970909091	n/a	33599.2727	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+136.0970909091	n/a	34024.2727	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+136.7216363636	n/a	34180.4091	show_face	unfamiliar_face	first_show	36	n/a	13	u091.bmp
+137.4443636364	n/a	34361.0909	right_press	n/a	n/a	36	n/a	4096	n/a
+137.6298181818	n/a	34407.4545	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+139.3298181818	n/a	34832.4545	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+139.8452727273	n/a	34961.3182	show_face	unfamiliar_face	immediate_repeat	37	1	14	u091.bmp
+140.3534545455	n/a	35088.3636	right_press	n/a	n/a	37	n/a	4096	n/a
+140.7798181818	n/a	35194.9545	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+142.4798181818	n/a	35619.9545	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+143.0861818182	n/a	35771.5455	show_face	scrambled_face	first_show	38	n/a	17	s106.bmp
+143.7398181818	n/a	35934.9545	left_press	n/a	n/a	38	n/a	256	n/a
+144.0098181818	n/a	36002.4545	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.70981818180002	n/a	36427.4545	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+146.3107272727	n/a	36577.6818	show_face	scrambled_face	immediate_repeat	39	1	18	s106.bmp
+146.8798181818	n/a	36719.9545	left_press	n/a	n/a	39	n/a	256	n/a
+147.2116363636	n/a	36802.9091	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+148.9116363636	n/a	37227.9091	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.4170909091	n/a	37354.2727	show_face	famous_face	first_show	40	n/a	5	f034.bmp
+150.0307272727	n/a	37507.6818	right_press	n/a	n/a	40	n/a	4096	n/a
+150.338	n/a	37584.5	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+152.038	n/a	38009.5	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.6416363636	n/a	38160.4091	show_face	unfamiliar_face	delayed_repeat	41	13	15	u100.bmp
+153.3152727273	n/a	38328.8182	left_press	n/a	n/a	41	n/a	256	n/a
+153.6043636364	n/a	38401.0909	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+155.30436363639998	n/a	38826.0909	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+155.8152727273	n/a	38953.8182	show_face	scrambled_face	first_show	42	n/a	17	s006.bmp
+156.6525454545	n/a	39163.1364	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+156.8070909091	n/a	39201.7727	right_press	n/a	n/a	42	n/a	4096	n/a
+158.35254545450002	n/a	39588.1364	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+158.9561818182	n/a	39739.0455	show_face	scrambled_face	immediate_repeat	43	1	18	s006.bmp
+159.7261818182	n/a	39931.5455	right_press	n/a	n/a	43	n/a	4096	n/a
+159.7970909091	n/a	39949.2727	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+161.4970909091	n/a	40374.2727	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+162.1298181818	n/a	40532.4545	show_face	unfamiliar_face	first_show	44	n/a	13	u083.bmp
+162.7570909091	n/a	40689.2727	right_press	n/a	n/a	44	n/a	4096	n/a
+163.1070909091	n/a	40776.7727	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+164.8070909091	n/a	41201.7727	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+165.338	n/a	41334.5	show_face	scrambled_face	first_show	45	n/a	17	s015.bmp
+165.9843636364	n/a	41496.0909	left_press	n/a	n/a	45	n/a	256	n/a
+166.3016363636	n/a	41575.4091	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+168.0016363636	n/a	42000.4091	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.6289090909	n/a	42157.2273	show_face	scrambled_face	first_show	46	n/a	17	s142.bmp
+169.3461818182	n/a	42336.5455	right_press	n/a	n/a	46	n/a	4096	n/a
+169.5016363636	n/a	42375.4091	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+171.20163636360002	n/a	42800.4091	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.85254545450002	n/a	42963.1364	show_face	scrambled_face	immediate_repeat	47	1	18	s142.bmp
+172.3698181818	n/a	43092.4545	right_press	n/a	n/a	47	n/a	4096	n/a
+172.8543636364	n/a	43213.5909	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.55436363639998	n/a	43638.5909	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+175.1270909091	n/a	43781.7727	show_face	famous_face	first_show	48	n/a	5	f075.bmp
+175.7525454545	n/a	43938.1364	right_press	n/a	n/a	48	n/a	4096	n/a
+176.0925454545	n/a	44023.1364	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.79254545450002	n/a	44448.1364	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+178.2670909091	n/a	44566.7727	show_face	famous_face	delayed_repeat	49	9	7	f034.bmp
+179.0834545455	n/a	44770.8636	right_press	n/a	n/a	49	n/a	4096	n/a
+179.1725454545	n/a	44793.1364	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.8725454545	n/a	45218.1364	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+181.4916363636	n/a	45372.9091	show_face	unfamiliar_face	first_show	50	n/a	13	u103.bmp
+182.2689090909	n/a	45567.2273	right_press	n/a	n/a	50	n/a	4096	n/a
+182.358	n/a	45589.5	show_circle	n/a	n/a	50	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
new file mode 100644
index 00000000..3020ecb7
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
@@ -0,0 +1,382 @@
+name	type	units
+MEG0113	MISC	n/a
+MEG0112	MISC	n/a
+MEG0111	MISC	n/a
+MEG0122	MISC	n/a
+MEG0123	MISC	n/a
+MEG0121	MISC	n/a
+MEG0132	MISC	n/a
+MEG0133	MISC	n/a
+MEG0131	MISC	n/a
+MEG0143	MISC	n/a
+MEG0142	MISC	n/a
+MEG0141	MISC	n/a
+MEG0213	MISC	n/a
+MEG0212	MISC	n/a
+MEG0211	MISC	n/a
+MEG0222	MISC	n/a
+MEG0223	MISC	n/a
+MEG0221	MISC	n/a
+MEG0232	MISC	n/a
+MEG0233	MISC	n/a
+MEG0231	MISC	n/a
+MEG0243	MISC	n/a
+MEG0242	MISC	n/a
+MEG0241	MISC	n/a
+MEG0313	MISC	n/a
+MEG0312	MISC	n/a
+MEG0311	MISC	n/a
+MEG0322	MISC	n/a
+MEG0323	MISC	n/a
+MEG0321	MISC	n/a
+MEG0333	MISC	n/a
+MEG0332	MISC	n/a
+MEG0331	MISC	n/a
+MEG0343	MISC	n/a
+MEG0342	MISC	n/a
+MEG0341	MISC	n/a
+MEG0413	MISC	n/a
+MEG0412	MISC	n/a
+MEG0411	MISC	n/a
+MEG0422	MISC	n/a
+MEG0423	MISC	n/a
+MEG0421	MISC	n/a
+MEG0432	MISC	n/a
+MEG0433	MISC	n/a
+MEG0431	MISC	n/a
+MEG0443	MISC	n/a
+MEG0442	MISC	n/a
+MEG0441	MISC	n/a
+MEG0513	MISC	n/a
+MEG0512	MISC	n/a
+MEG0511	MISC	n/a
+MEG0523	MISC	n/a
+MEG0522	MISC	n/a
+MEG0521	MISC	n/a
+MEG0532	MISC	n/a
+MEG0533	MISC	n/a
+MEG0531	MISC	n/a
+MEG0542	MISC	n/a
+MEG0543	MISC	n/a
+MEG0541	MISC	n/a
+MEG0613	MISC	n/a
+MEG0612	MISC	n/a
+MEG0611	MISC	n/a
+MEG0622	MISC	n/a
+MEG0623	MISC	n/a
+MEG0621	MISC	n/a
+MEG0633	MISC	n/a
+MEG0632	MISC	n/a
+MEG0631	MISC	n/a
+MEG0642	MISC	n/a
+MEG0643	MISC	n/a
+MEG0641	MISC	n/a
+MEG0713	MISC	n/a
+MEG0712	MISC	n/a
+MEG0711	MISC	n/a
+MEG0723	MISC	n/a
+MEG0722	MISC	n/a
+MEG0721	MISC	n/a
+MEG0733	MISC	n/a
+MEG0732	MISC	n/a
+MEG0731	MISC	n/a
+MEG0743	MISC	n/a
+MEG0742	MISC	n/a
+MEG0741	MISC	n/a
+MEG0813	MISC	n/a
+MEG0812	MISC	n/a
+MEG0811	MISC	n/a
+MEG0822	MISC	n/a
+MEG0823	MISC	n/a
+MEG0821	MISC	n/a
+MEG0913	MISC	n/a
+MEG0912	MISC	n/a
+MEG0911	MISC	n/a
+MEG0923	MISC	n/a
+MEG0922	MISC	n/a
+MEG0921	MISC	n/a
+MEG0932	MISC	n/a
+MEG0933	MISC	n/a
+MEG0931	MISC	n/a
+MEG0942	MISC	n/a
+MEG0943	MISC	n/a
+MEG0941	MISC	n/a
+MEG1013	MISC	n/a
+MEG1012	MISC	n/a
+MEG1011	MISC	n/a
+MEG1023	MISC	n/a
+MEG1022	MISC	n/a
+MEG1021	MISC	n/a
+MEG1032	MISC	n/a
+MEG1033	MISC	n/a
+MEG1031	MISC	n/a
+MEG1043	MISC	n/a
+MEG1042	MISC	n/a
+MEG1041	MISC	n/a
+MEG1112	MISC	n/a
+MEG1113	MISC	n/a
+MEG1111	MISC	n/a
+MEG1123	MISC	n/a
+MEG1122	MISC	n/a
+MEG1121	MISC	n/a
+MEG1133	MISC	n/a
+MEG1132	MISC	n/a
+MEG1131	MISC	n/a
+MEG1142	MISC	n/a
+MEG1143	MISC	n/a
+MEG1141	MISC	n/a
+MEG1213	MISC	n/a
+MEG1212	MISC	n/a
+MEG1211	MISC	n/a
+MEG1223	MISC	n/a
+MEG1222	MISC	n/a
+MEG1221	MISC	n/a
+MEG1232	MISC	n/a
+MEG1233	MISC	n/a
+MEG1231	MISC	n/a
+MEG1243	MISC	n/a
+MEG1242	MISC	n/a
+MEG1241	MISC	n/a
+MEG1312	MISC	n/a
+MEG1313	MISC	n/a
+MEG1311	MISC	n/a
+MEG1323	MISC	n/a
+MEG1322	MISC	n/a
+MEG1321	MISC	n/a
+MEG1333	MISC	n/a
+MEG1332	MISC	n/a
+MEG1331	MISC	n/a
+MEG1342	MISC	n/a
+MEG1343	MISC	n/a
+MEG1341	MISC	n/a
+MEG1412	MISC	n/a
+MEG1413	MISC	n/a
+MEG1411	MISC	n/a
+MEG1423	MISC	n/a
+MEG1422	MISC	n/a
+MEG1421	MISC	n/a
+MEG1433	MISC	n/a
+MEG1432	MISC	n/a
+MEG1431	MISC	n/a
+MEG1442	MISC	n/a
+MEG1443	MISC	n/a
+MEG1441	MISC	n/a
+MEG1512	MISC	n/a
+MEG1513	MISC	n/a
+MEG1511	MISC	n/a
+MEG1522	MISC	n/a
+MEG1523	MISC	n/a
+MEG1521	MISC	n/a
+MEG1533	MISC	n/a
+MEG1532	MISC	n/a
+MEG1531	MISC	n/a
+MEG1543	MISC	n/a
+MEG1542	MISC	n/a
+MEG1541	MISC	n/a
+MEG1613	MISC	n/a
+MEG1612	MISC	n/a
+MEG1611	MISC	n/a
+MEG1622	MISC	n/a
+MEG1623	MISC	n/a
+MEG1621	MISC	n/a
+MEG1632	MISC	n/a
+MEG1633	MISC	n/a
+MEG1631	MISC	n/a
+MEG1643	MISC	n/a
+MEG1642	MISC	n/a
+MEG1641	MISC	n/a
+MEG1713	MISC	n/a
+MEG1712	MISC	n/a
+MEG1711	MISC	n/a
+MEG1722	MISC	n/a
+MEG1723	MISC	n/a
+MEG1721	MISC	n/a
+MEG1732	MISC	n/a
+MEG1733	MISC	n/a
+MEG1731	MISC	n/a
+MEG1743	MISC	n/a
+MEG1742	MISC	n/a
+MEG1741	MISC	n/a
+MEG1813	MISC	n/a
+MEG1812	MISC	n/a
+MEG1811	MISC	n/a
+MEG1822	MISC	n/a
+MEG1823	MISC	n/a
+MEG1821	MISC	n/a
+MEG1832	MISC	n/a
+MEG1833	MISC	n/a
+MEG1831	MISC	n/a
+MEG1843	MISC	n/a
+MEG1842	MISC	n/a
+MEG1841	MISC	n/a
+MEG1912	MISC	n/a
+MEG1913	MISC	n/a
+MEG1911	MISC	n/a
+MEG1923	MISC	n/a
+MEG1922	MISC	n/a
+MEG1921	MISC	n/a
+MEG1932	MISC	n/a
+MEG1933	MISC	n/a
+MEG1931	MISC	n/a
+MEG1943	MISC	n/a
+MEG1942	MISC	n/a
+MEG1941	MISC	n/a
+MEG2013	MISC	n/a
+MEG2012	MISC	n/a
+MEG2011	MISC	n/a
+MEG2023	MISC	n/a
+MEG2022	MISC	n/a
+MEG2021	MISC	n/a
+MEG2032	MISC	n/a
+MEG2033	MISC	n/a
+MEG2031	MISC	n/a
+MEG2042	MISC	n/a
+MEG2043	MISC	n/a
+MEG2041	MISC	n/a
+MEG2113	MISC	n/a
+MEG2112	MISC	n/a
+MEG2111	MISC	n/a
+MEG2122	MISC	n/a
+MEG2123	MISC	n/a
+MEG2121	MISC	n/a
+MEG2133	MISC	n/a
+MEG2132	MISC	n/a
+MEG2131	MISC	n/a
+MEG2143	MISC	n/a
+MEG2142	MISC	n/a
+MEG2141	MISC	n/a
+MEG2212	MISC	n/a
+MEG2213	MISC	n/a
+MEG2211	MISC	n/a
+MEG2223	MISC	n/a
+MEG2222	MISC	n/a
+MEG2221	MISC	n/a
+MEG2233	MISC	n/a
+MEG2232	MISC	n/a
+MEG2231	MISC	n/a
+MEG2242	MISC	n/a
+MEG2243	MISC	n/a
+MEG2241	MISC	n/a
+MEG2312	MISC	n/a
+MEG2313	MISC	n/a
+MEG2311	MISC	n/a
+MEG2323	MISC	n/a
+MEG2322	MISC	n/a
+MEG2321	MISC	n/a
+MEG2332	MISC	n/a
+MEG2333	MISC	n/a
+MEG2331	MISC	n/a
+MEG2343	MISC	n/a
+MEG2342	MISC	n/a
+MEG2341	MISC	n/a
+MEG2412	MISC	n/a
+MEG2413	MISC	n/a
+MEG2411	MISC	n/a
+MEG2423	MISC	n/a
+MEG2422	MISC	n/a
+MEG2421	MISC	n/a
+MEG2433	MISC	n/a
+MEG2432	MISC	n/a
+MEG2431	MISC	n/a
+MEG2442	MISC	n/a
+MEG2443	MISC	n/a
+MEG2441	MISC	n/a
+MEG2512	MISC	n/a
+MEG2513	MISC	n/a
+MEG2511	MISC	n/a
+MEG2522	MISC	n/a
+MEG2523	MISC	n/a
+MEG2521	MISC	n/a
+MEG2533	MISC	n/a
+MEG2532	MISC	n/a
+MEG2531	MISC	n/a
+MEG2543	MISC	n/a
+MEG2542	MISC	n/a
+MEG2541	MISC	n/a
+MEG2612	MISC	n/a
+MEG2613	MISC	n/a
+MEG2611	MISC	n/a
+MEG2623	MISC	n/a
+MEG2622	MISC	n/a
+MEG2621	MISC	n/a
+MEG2633	MISC	n/a
+MEG2632	MISC	n/a
+MEG2631	MISC	n/a
+MEG2642	MISC	n/a
+MEG2643	MISC	n/a
+MEG2641	MISC	n/a
+EEG001	EEG	microV
+EEG002	EEG	microV
+EEG003	EEG	microV
+EEG004	EEG	microV
+EEG005	EEG	microV
+EEG006	EEG	microV
+EEG007	EEG	microV
+EEG008	EEG	microV
+EEG009	EEG	microV
+EEG010	EEG	microV
+EEG011	EEG	microV
+EEG012	EEG	microV
+EEG013	EEG	microV
+EEG014	EEG	microV
+EEG015	EEG	microV
+EEG016	EEG	microV
+EEG017	EEG	microV
+EEG018	EEG	microV
+EEG019	EEG	microV
+EEG020	EEG	microV
+EEG021	EEG	microV
+EEG022	EEG	microV
+EEG023	EEG	microV
+EEG024	EEG	microV
+EEG025	EEG	microV
+EEG026	EEG	microV
+EEG027	EEG	microV
+EEG028	EEG	microV
+EEG029	EEG	microV
+EEG030	EEG	microV
+EEG031	EEG	microV
+EEG032	EEG	microV
+EEG033	EEG	microV
+EEG034	EEG	microV
+EEG035	EEG	microV
+EEG036	EEG	microV
+EEG037	EEG	microV
+EEG038	EEG	microV
+EEG039	EEG	microV
+EEG040	EEG	microV
+EEG041	EEG	microV
+EEG042	EEG	microV
+EEG043	EEG	microV
+EEG044	EEG	microV
+EEG045	EEG	microV
+EEG046	EEG	microV
+EEG047	EEG	microV
+EEG048	EEG	microV
+EEG049	EEG	microV
+EEG050	EEG	microV
+EEG051	EEG	microV
+EEG052	EEG	microV
+EEG053	EEG	microV
+EEG054	EEG	microV
+EEG055	EEG	microV
+EEG056	EEG	microV
+EEG057	EEG	microV
+EEG058	EEG	microV
+EEG059	EEG	microV
+EEG060	EEG	microV
+EEG061	HEOG	n/a
+EEG062	VEOG	n/a
+EEG063	MISC	n/a
+EEG064	MISC	n/a
+EEG065	EEG	microV
+EEG066	EEG	microV
+EEG067	EEG	microV
+EEG068	EEG	microV
+EEG069	EEG	microV
+EEG070	EEG	microV
+EEG071	EEG	microV
+EEG072	EEG	microV
+EEG073	EEG	microV
+EEG074	EEG	microV
+STI101	n/a	n/a
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json
new file mode 100644
index 00000000..acc6c949
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json
@@ -0,0 +1,24 @@
+{
+  "TaskName": "FacePerception",
+  "TaskDescription": "Subjects viewed stimuli on a screen during six, 7.5 minute runs. The stimuli were photographs of either a famous face (known to most of British or a scrambled face, and appeared for a random duration between 800 and 1,000 ms. Subjects were instructed to fixate centrally throughout the experiment. To ensure attention to each stimulus, participants were asked to press one of two keys with either their left or right index finger (assignment counter-balanced across participants). Their key-press was based on how symmetric they regarded each image: pressing one or the other key depending whether they thought the image was 'more' or 'less symmetric' than average.",
+  "InstitutionAddress": "15 Chaucer Road, Cambridge, UK",
+  "InstitutionName": "MRC Cognition & Brain Sciences Unit",
+  "EEGReference": "nose",
+  "EEGGround": "left collar bone",
+  "SamplingFrequency": 250,
+  "PowerLineFrequency": 50,
+  "SoftwareFilters": {
+    "LowPassFilter": {
+      "cutoff": "350 (Hz)"
+    }
+  },
+  "EEGPlacementScheme": "extended 10-10% system",
+  "CapManufacturer": "Easycap",
+  "EEGChannelCount": 70,
+  "EOGChannelCount": 2,
+  "RecordingType": "continuous",
+  "MiscChannelCount": 309,
+  "RecordingDuration": 492,
+  "ECGChannelCount": 0,
+  "EMGChannelCount": 0
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.set b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.set
new file mode 100644
index 00000000..e69de29b
diff --git a/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
new file mode 100644
index 00000000..82ddc4d9
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+27.5589090909	n/a	6889.7273	show_face_initial	scrambled_face	first_show	1	n/a	17	s044.bmp
+28.2207272727	n/a	7055.1818	left_press	n/a	n/a	1	n/a	256	n/a
+28.4352727273	n/a	7108.8182	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+30.1352727273	n/a	7533.8182	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+30.7489090909	n/a	7687.2273	show_face	scrambled_face	immediate_repeat	2	1	18	s044.bmp
+31.3243636364	n/a	7831.0909	left_press	n/a	n/a	2	n/a	256	n/a
+31.6498181818	n/a	7912.4545	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+33.3498181818	n/a	8337.4545	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+33.8398181818	n/a	8459.9545	show_face	unfamiliar_face	first_show	3	n/a	13	u055.bmp
+34.6625454545	n/a	8665.6364	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+34.8761818182	n/a	8719.0455	right_press	n/a	n/a	3	n/a	4096	n/a
+36.3625454545	n/a	9090.6364	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+36.9298181818	n/a	9232.4545	show_face	unfamiliar_face	first_show	4	n/a	13	u079.bmp
+37.6543636364	n/a	9413.5909	left_press	n/a	n/a	4	n/a	256	n/a
+37.938909090900005	n/a	9484.7273	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+39.6389090909	n/a	9909.7273	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+40.2207272727	n/a	10055.1818	show_face	unfamiliar_face	immediate_repeat	5	1	14	u079.bmp
+40.698	n/a	10174.5	left_press	n/a	n/a	5	n/a	256	n/a
+41.1752727273	n/a	10293.8182	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+42.8752727273	n/a	10718.8182	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+43.4289090909	n/a	10857.2273	show_face	famous_face	first_show	6	n/a	5	f121.bmp
+44.0425454545	n/a	11010.6364	right_press	n/a	n/a	6	n/a	4096	n/a
+44.27072727270001	n/a	11067.6818	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+45.9707272727	n/a	11492.6818	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+46.4689090909	n/a	11617.2273	show_face	famous_face	first_show	7	n/a	5	f033.bmp
+47.2470909091	n/a	11811.7727	left_press	n/a	n/a	7	n/a	256	n/a
+47.46163636359999	n/a	11865.4091	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+49.1616363636	n/a	12290.4091	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+49.7598181818	n/a	12439.9545	show_face	famous_face	immediate_repeat	8	1	6	f033.bmp
+50.2089090909	n/a	12552.2273	left_press	n/a	n/a	8	n/a	256	n/a
+50.7361818182	n/a	12684.0455	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+52.4361818182	n/a	13109.0455	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+53.0670909091	n/a	13266.7727	show_face	scrambled_face	first_show	9	n/a	17	s028.bmp
+53.8870909091	n/a	13471.7727	right_press	n/a	n/a	9	n/a	4096	n/a
+53.8916363636	n/a	13472.9091	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+55.5916363636	n/a	13897.9091	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+56.208	n/a	14052.0	show_face	scrambled_face	first_show	10	n/a	17	s135.bmp
+56.8361818182	n/a	14209.0455	left_press	n/a	n/a	10	n/a	256	n/a
+57.1770909091	n/a	14294.2727	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+58.8770909091	n/a	14719.2727	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+59.41527272729999	n/a	14853.8182	show_face	scrambled_face	immediate_repeat	11	1	18	s135.bmp
+59.8952727273	n/a	14973.8182	left_press	n/a	n/a	11	n/a	256	n/a
+60.3707272727	n/a	15092.6818	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+62.070727272700005	n/a	15517.6818	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+62.6725454545	n/a	15668.1364	show_face	unfamiliar_face	delayed_repeat	12	9	15	u055.bmp
+63.5234545455	n/a	15880.8636	right_press	n/a	n/a	12	n/a	4096	n/a
+63.5716363636	n/a	15892.9091	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+65.2716363636	n/a	16317.9091	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+65.7634545455	n/a	16440.8636	show_face	famous_face	first_show	13	n/a	5	f072.bmp
+66.2652727273	n/a	16566.3182	left_press	n/a	n/a	13	n/a	256	n/a
+66.7370909091	n/a	16684.2727	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+68.4370909091	n/a	17109.2727	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+68.9370909091	n/a	17234.2727	show_face	scrambled_face	first_show	14	n/a	17	s066.bmp
+69.5961818182	n/a	17399.0455	left_press	n/a	n/a	14	n/a	256	n/a
+69.9207272727	n/a	17480.1818	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+71.62072727270001	n/a	17905.1818	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+72.1443636364	n/a	18036.0909	show_face	scrambled_face	immediate_repeat	15	1	18	s066.bmp
+72.6952727273	n/a	18173.8182	left_press	n/a	n/a	15	n/a	256	n/a
+73.1443636364	n/a	18286.0909	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+74.8443636364	n/a	18711.0909	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+75.3525454545	n/a	18838.1364	show_face	famous_face	delayed_repeat	16	10	7	f121.bmp
+76.2289090909	n/a	19057.2273	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+76.2334545455	n/a	19058.3636	right_press	n/a	n/a	16	n/a	4096	n/a
+77.9289090909	n/a	19482.2273	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+78.60981818180001	n/a	19652.4545	show_face	famous_face	first_show	17	n/a	5	f063.bmp
+79.2552727273	n/a	19813.8182	right_press	n/a	n/a	17	n/a	4096	n/a
+79.5625454545	n/a	19890.6364	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+81.2625454545	n/a	20315.6364	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+81.7170909091	n/a	20429.2727	show_face	unfamiliar_face	first_show	18	n/a	13	u139.bmp
+82.3361818182	n/a	20584.0455	right_press	n/a	n/a	18	n/a	4096	n/a
+82.5570909091	n/a	20639.2727	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+84.2570909091	n/a	21064.2727	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+84.8570909091	n/a	21214.2727	show_face	scrambled_face	delayed_repeat	19	10	19	s028.bmp
+85.54163636359999	n/a	21385.4091	left_press	n/a	n/a	19	n/a	256	n/a
+85.7370909091	n/a	21434.2727	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+87.4370909091	n/a	21859.2727	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+88.048	n/a	22012.0	show_face	scrambled_face	first_show	20	n/a	17	s018.bmp
+88.90254545450001	n/a	22225.6364	left_press	n/a	n/a	20	n/a	256	n/a
+89.03618181819999	n/a	22259.0455	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+90.7361818182	n/a	22684.0455	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+91.3389090909	n/a	22834.7273	show_face	famous_face	first_show	21	n/a	5	f076.bmp
+91.9316363636	n/a	22982.9091	right_press	n/a	n/a	21	n/a	4096	n/a
+92.2161818182	n/a	23054.0455	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+93.9161818182	n/a	23479.0455	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+94.4798181818	n/a	23619.9545	show_face	famous_face	immediate_repeat	22	1	6	f076.bmp
+94.9570909091	n/a	23739.2727	right_press	n/a	n/a	22	n/a	4096	n/a
+95.3343636364	n/a	23833.5909	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+97.0343636364	n/a	24258.5909	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+97.5361818182	n/a	24384.0455	show_face	famous_face	delayed_repeat	23	10	7	f072.bmp
+98.3889090909	n/a	24597.2273	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+98.3916363636	n/a	24597.9091	right_press	n/a	n/a	23	n/a	4096	n/a
+100.0889090909	n/a	25022.2273	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+100.5770909091	n/a	25144.2727	show_face	scrambled_face	first_show	24	n/a	17	s121.bmp
+101.4770909091	n/a	25369.2727	left_press	n/a	n/a	24	n/a	256	n/a
+101.5325454545	n/a	25383.1364	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+103.2325454545	n/a	25808.1364	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+103.7843636364	n/a	25946.0909	show_face	scrambled_face	first_show	25	n/a	17	s051.bmp
+104.278	n/a	26069.5	left_press	n/a	n/a	25	n/a	256	n/a
+104.7534545455	n/a	26188.3636	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+106.4534545455	n/a	26613.3636	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+106.9416363636	n/a	26735.4091	show_face	famous_face	delayed_repeat	26	9	7	f063.bmp
+107.568	n/a	26892.0	right_press	n/a	n/a	26	n/a	4096	n/a
+107.8307272727	n/a	26957.6818	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+109.5307272727	n/a	27382.6818	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+110.0652727273	n/a	27516.3182	show_face	unfamiliar_face	first_show	27	n/a	13	u140.bmp
+110.818	n/a	27704.5	right_press	n/a	n/a	27	n/a	4096	n/a
+110.8852727273	n/a	27721.3182	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+112.5852727273	n/a	28146.3182	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+113.1725454545	n/a	28293.1364	show_face	unfamiliar_face	delayed_repeat	28	10	15	u139.bmp
+113.8161818182	n/a	28454.0455	right_press	n/a	n/a	28	n/a	4096	n/a
+114.1098181818	n/a	28527.4545	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+115.8098181818	n/a	28952.4545	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+116.4634545455	n/a	29115.8636	show_face	unfamiliar_face	first_show	29	n/a	13	u124.bmp
+117.3498181818	n/a	29337.4545	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+117.3570909091	n/a	29339.2727	right_press	n/a	n/a	29	n/a	4096	n/a
+119.0498181818	n/a	29762.4545	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+119.5707272727	n/a	29892.6818	show_face	unfamiliar_face	immediate_repeat	30	1	14	u124.bmp
+120.0643636364	n/a	30016.0909	right_press	n/a	n/a	30	n/a	4096	n/a
+120.4670909091	n/a	30116.7727	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+122.1670909091	n/a	30541.7727	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+122.678	n/a	30669.5	show_face	scrambled_face	delayed_repeat	31	11	19	s018.bmp
+123.5234545455	n/a	30880.8636	right_press	n/a	n/a	31	n/a	4096	n/a
+123.5352727273	n/a	30883.8182	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+125.2352727273	n/a	31308.8182	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+125.818	n/a	31454.5	show_face	famous_face	first_show	32	n/a	5	f150.bmp
+126.4752727273	n/a	31618.8182	right_press	n/a	n/a	32	n/a	4096	n/a
+126.7643636364	n/a	31691.0909	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+128.46436363639998	n/a	32116.0909	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+129.0598181818	n/a	32264.9545	show_face	famous_face	immediate_repeat	33	1	6	f150.bmp
+129.6489090909	n/a	32412.2273	right_press	n/a	n/a	33	n/a	4096	n/a
+129.998	n/a	32499.5	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+131.698	n/a	32924.5	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+132.2998181818	n/a	33074.9545	show_face	scrambled_face	first_show	34	n/a	17	s053.bmp
+133.1852727273	n/a	33296.3182	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+133.20981818180002	n/a	33302.4545	left_press	n/a	n/a	34	n/a	256	n/a
+134.8852727273	n/a	33721.3182	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+135.4570909091	n/a	33864.2727	show_face	scrambled_face	immediate_repeat	35	1	18	s053.bmp
+136.0698181818	n/a	34017.4545	left_press	n/a	n/a	35	n/a	256	n/a
+136.42527272729998	n/a	34106.3182	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+138.1252727273	n/a	34531.3182	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+138.6816363636	n/a	34670.4091	show_face	scrambled_face	delayed_repeat	36	12	19	s121.bmp
+139.3943636364	n/a	34848.5909	right_press	n/a	n/a	36	n/a	4096	n/a
+139.5307272727	n/a	34882.6818	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+141.2307272727	n/a	35307.6818	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+141.7716363636	n/a	35442.9091	show_face	unfamiliar_face	first_show	37	n/a	13	u089.bmp
+142.4716363636	n/a	35617.9091	right_press	n/a	n/a	37	n/a	4096	n/a
+142.6725454545	n/a	35668.1364	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+144.3725454545	n/a	36093.1364	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+144.9789090909	n/a	36244.7273	show_face	scrambled_face	delayed_repeat	38	13	19	s051.bmp
+145.698	n/a	36424.5	right_press	n/a	n/a	38	n/a	4096	n/a
+145.9007272727	n/a	36475.1818	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+147.6007272727	n/a	36900.1818	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+148.1870909091	n/a	37046.7727	show_face	scrambled_face	first_show	39	n/a	17	s052.bmp
+148.8143636364	n/a	37203.5909	left_press	n/a	n/a	39	n/a	256	n/a
+149.1043636364	n/a	37276.0909	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+150.80436363639998	n/a	37701.0909	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+151.3443636364	n/a	37836.0909	show_face	scrambled_face	immediate_repeat	40	1	18	s052.bmp
+151.89527272729998	n/a	37973.8182	left_press	n/a	n/a	40	n/a	256	n/a
+152.2989090909	n/a	38074.7273	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+153.9989090909	n/a	38499.7273	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+154.6016363636	n/a	38650.4091	show_face	unfamiliar_face	delayed_repeat	41	14	15	u140.bmp
+155.2343636364	n/a	38808.5909	right_press	n/a	n/a	41	n/a	4096	n/a
+155.5961818182	n/a	38899.0455	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+157.29618181819998	n/a	39324.0455	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+157.8925454545	n/a	39473.1364	show_face	famous_face	first_show	42	n/a	5	f139.bmp
+158.9089090909	n/a	39727.2273	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+158.9498181818	n/a	39737.4545	left_press	n/a	n/a	42	n/a	256	n/a
+160.6089090909	n/a	40152.2273	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+161.2334545455	n/a	40308.3636	show_face	scrambled_face	first_show	43	n/a	17	s138.bmp
+162.0670909091	n/a	40516.7727	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+162.2807272727	n/a	40570.1818	right_press	n/a	n/a	43	n/a	4096	n/a
+163.7670909091	n/a	40941.7727	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+164.2407272727	n/a	41060.1818	show_face	scrambled_face	immediate_repeat	44	1	18	s138.bmp
+164.8425454545	n/a	41210.6364	right_press	n/a	n/a	44	n/a	4096	n/a
+165.1225454545	n/a	41280.6364	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+166.82254545450002	n/a	41705.6364	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+167.3470909091	n/a	41836.7727	show_face	unfamiliar_face	first_show	45	n/a	13	u128.bmp
+168.0043636364	n/a	42001.0909	left_press	n/a	n/a	45	n/a	256	n/a
+168.2189090909	n/a	42054.7273	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+169.9189090909	n/a	42479.7273	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+170.4716363636	n/a	42617.9091	show_face	unfamiliar_face	immediate_repeat	46	1	14	u128.bmp
+170.8770909091	n/a	42719.2727	left_press	n/a	n/a	46	n/a	256	n/a
+171.3543636364	n/a	42838.5909	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+173.05436363639998	n/a	43263.5909	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+173.528	n/a	43382.0	show_face	famous_face	first_show	47	n/a	5	f124.bmp
+174.3698181818	n/a	43592.4545	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.3807272727	n/a	43595.1818	right_press	n/a	n/a	47	n/a	4096	n/a
+176.0698181818	n/a	44017.4545	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+176.5689090909	n/a	44142.2273	show_face	unfamiliar_face	delayed_repeat	48	11	15	u089.bmp
+177.3143636364	n/a	44328.5909	right_press	n/a	n/a	48	n/a	4096	n/a
+177.5352727273	n/a	44383.8182	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+179.2352727273	n/a	44808.8182	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+179.7598181818	n/a	44939.9545	show_face	unfamiliar_face	first_show	49	n/a	13	u044.bmp
+180.3743636364	n/a	45093.5909	left_press	n/a	n/a	49	n/a	256	n/a
+180.7252727273	n/a	45181.3182	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+182.4252727273	n/a	45606.3182	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+183.0507272727	n/a	45762.6818	show_face	unfamiliar_face	first_show	50	n/a	13	u086.bmp
+183.7498181818	n/a	45937.4545	left_press	n/a	n/a	50	n/a	256	n/a
+183.8734545455	n/a	45968.3636	show_circle	n/a	n/a	50	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_curly/task-FacePerception_events.json b/datasets/eeg_ds003645s_hed_curly/task-FacePerception_events.json
new file mode 100644
index 00000000..f19afa9d
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_curly/task-FacePerception_events.json
@@ -0,0 +1,137 @@
+{
+  "onset": {
+    "Description": "Position of event marker in seconds relative to the start.",
+    "Units": "s"
+  },
+  "duration": {
+    "Description": "Duration of the event in seconds.",
+    "Units": "s"
+  },
+  "event_type": {
+    "LongName": "Event category",
+    "Description": "The main category of the event.",
+    "Levels": {
+      "show_face": "Display a face to mark end of pre-stimulus and start of blink-inhibition.",
+      "show_face_initial": "Display a face at the beginning of the recording.",
+      "show_circle": "Display a white circle to mark end of the stimulus and blink inhibition.",
+      "show_cross": "Display only a white cross to mark start of trial and fixation.",
+      "left_press": "Experiment participant presses a key with left index finger.",
+      "right_press": "Experiment participant presses a key with right index finger.",
+      "setup_left_sym": "Setup for experiment with pressing key with left index finger means a face with above average symmetry.",
+      "setup_right_sym": "Setup for experiment with pressing key with right index finger means a face with above average symmetry.",
+      "double_press": "Experiment participant presses both keys ."
+    },
+    "HED": {
+      "show_face": "Sensory-event, Experimental-stimulus, (Def/Face-image, ({face_type}, {rep_status}, {rep_lag}, {stim_file}), Onset), (Def/Blink-inhibition-task,Onset),(Def/Cross-only, Offset)",
+      "show_face_initial": "Sensory-event, Experimental-stimulus, (Def/Face-image, ({face_type}, {rep_status}, {rep_lag}, {stim_file}), Onset), (Def/Blink-inhibition-task,Onset), (Def/Fixation-task, Onset)",
+      "show_circle": "Sensory-event, (Intended-effect, Cue), (Def/Circle-only, Onset), (Def/Face-image, Offset), (Def/Blink-inhibition-task, Offset), (Def/Fixation-task, Offset)",
+      "show_cross": "Sensory-event, (Intended-effect, Cue), (Def/Cross-only, Onset), (Def/Fixation-task, Onset),  (Def/Circle-only, Offset)",
+      "left_press": "Agent-action, Participant-response, Def/Press-left-finger",
+      "right_press": "Agent-action, Participant-response, Def/Press-right-finger",
+      "setup_left_sym": "Experiment-structure, (Def/Left-sym-cond, Onset), (Def/Initialize-recording, Onset)",
+      "setup_right_sym": "Experiment-structure, (Def/Right-sym-cond, Onset), (Def/Initialize-recording, Onset)",
+      "double_press": "Agent-action, Indeterminate-action, (Press, Keyboard-key)"
+    }
+  },
+  "face_type": {
+    "Description": "Factor indicating type of face image being displayed.",
+    "Levels": {
+      "famous_face": "A face that should be recognized by the participants.",
+      "unfamiliar_face": "A face that should not be recognized by the participants.",
+      "scrambled_face": "A scrambled face image generated by taking face 2D FFT."
+    },
+    "HED": {
+      "famous_face": "Def/Famous-face-cond",
+      "unfamiliar_face": "Def/Unfamiliar-face-cond",
+      "scrambled_face": "Def/Scrambled-face-cond"
+    }
+  },
+  "rep_status": {
+    "Description": "Factor indicating whether this image has been already seen.",
+    "Levels": {
+      "first_show": "Factor level indicating the first display of this face.",
+      "immediate_repeat": "Factor level indicating this face was the same as previous one.",
+      "delayed_repeat": "Factor level indicating face was seen 5 to 15 trials ago."
+    },
+    "HED": {
+      "first_show": "Def/First-show-cond",
+      "immediate_repeat": "Def/Immediate-repeat-cond",
+      "delayed_repeat": "Def/Delayed-repeat-cond"
+    }
+  },
+  "trial": {
+    "Description": "Indicates which trial this event belongs to."
+  },
+  "rep_lag": {
+    "Description": "How face images before this one was the image was previously presented.",
+    "HED": "Item-interval/#"
+  },
+  "stim_file": {
+    "Description": "Path of the stimulus file in the stimuli directory.",
+    "HED": "Image, Pathname/#"
+  },
+  "hed_def_sensory": {
+    "Description": "Metadata dictionary for gathering sensory definitions",
+    "HED": {
+      "cross_only_def": "(Definition/Cross-only, (Visual-presentation, (Foreground-view, (White, Cross), (Center-of, Computer-screen)), (Background-view, Black), Description/A white fixation cross on a black background in the center of the screen.))",
+      "face_image_def": "(Definition/Face-image, (Visual-presentation, (Foreground-view, ((Image, Face, Hair), Color/Grayscale), ((White, Cross), (Center-of, Computer-screen))), (Background-view, Black), Description/A happy or neutral face in frontal or three-quarters frontal pose with long hair cropped presented as an achromatic foreground image on a black background with a white fixation cross superposed.))",
+      "circle_only_def": "(Definition/Circle-only, (Visual-presentation, (Foreground-view, ((White, Circle), (Center-of, Computer-screen))), (Background-view, Black), Description/A white circle on a black background in the center of the screen.))"
+    }
+  },
+  "hed_def_actions": {
+    "Description": "Metadata dictionary for gathering participant action definitions",
+    "HED": {
+      "press_left_finger_def": "(Definition/Press-left-finger, ((Index-finger, (Left-side-of, Experiment-participant)), (Press, Keyboard-key), Description/The participant presses a key with the left index finger to indicate a face symmetry judgment.))",
+      "press_right_finger_def": "(Definition/Press-right-finger, ((Index-finger, (Right-side-of, Experiment-participant)), (Press, Keyboard-key), Description/The participant presses a key with the right index finger to indicate a face symmetry evaluation.))"
+    }
+  },
+  "hed_def_conds": {
+    "Description": "Metadata dictionary for gathering experimental condition definitions",
+    "HED": {
+      "famous_face_cond_def": "(Definition/Famous-face-cond, (Condition-variable/Face-type, (Image, (Face, Famous)), Description/A face that should be recognized by the participants))",
+      "unfamiliar_face_cond_def": "(Definition/Unfamiliar-face-cond, (Condition-variable/Face-type, (Image, (Face, Unfamiliar)), Description/A face that should not be recognized by the participants.))",
+      "scrambled_face_cond_def": "(Definition/Scrambled-face-cond, (Condition-variable/Face-type, (Image, (Face, Disordered)), Description/A scrambled face image generated by taking face 2D FFT.))",
+      "first_show_cond_def": "(Definition/First-show-cond, ((Condition-variable/Repetition-type, (Item-count/1, Face), Item-interval/0), Description/Factor level indicating the first display of this face.))",
+      "immediate_repeat_cond_def": "(Definition/Immediate-repeat-cond, ((Condition-variable/Repetition-type, (Item-count/2, Face), Item-interval/1), Description/Factor level indicating this face was the same as previous one.))",
+      "delayed_repeat_cond_def": "(Definition/Delayed-repeat-cond, (Condition-variable/Repetition-type, (Item-count/2, Face), (Item-interval, (Greater-than-or-equal-to, Item-interval/5)), Description/Factor level indicating face was seen 5 to 15 trials ago.))",
+      "left_sym_cond_def": "(Definition/Left-sym-cond, (Condition-variable/Key-assignment, ((Index-finger, (Left-side-of, Experiment-participant)), (Behavioral-evidence, Symmetrical)), ((Index-finger, (Right-side-of, Experiment-participant)), (Behavioral-evidence, Asymmetrical)), Description/Left index finger key press indicates a face with above average symmetry.))",
+      "right_sym_cond_def": "(Definition/Right-sym-cond, (Condition-variable/Key-assignment, ((Index-finger, (Right-side-of, Experiment-participant)), (Behavioral-evidence, Symmetrical)), ((Index-finger, (Left-side-of, Experiment-participant)), (Behavioral-evidence, Asymmetrical)), Description/Right index finger key press indicates a face with above average symmetry.))"
+    }
+  },
+  "hed_def_tasks": {
+    "Description": "Metadata dictionary for gathering task definitions",
+    "HED": {
+      "face_symmetry_evaluation_task_def": "(Definition/Face-symmetry-evaluation-task, (Task, Experiment-participant, (See, Face), (Discriminate, (Face, Symmetrical)), (Press, Keyboard-key), Description/Evaluate degree of image symmetry and respond with key press evaluation.))",
+      "blink_inhibition_task_def": "(Definition/Blink-inhibition-task, (Task, Experiment-participant, Inhibit-blinks, Description/Do not blink while the face image is displayed.))",
+      "fixation_task_def": "(Definition/Fixation-task, (Task, Experiment-participant, (Fixate, Cross), Description/Fixate on the cross at the screen center.))"
+    }
+  },
+  "hed_def_setup": {
+     "Description": "Metadata dictionary for gathering setup definitions",
+     "HED": {
+        "setup_def": "(Definition/Initialize-recording, (Recording))"
+      }
+
+  },
+  "value": {
+    "Description": "Numerical event marker",
+    "Levels": {
+      "x0": "Disappearance of face image and display of the inter-stimulus circle simultaneously",
+      "x1": "Disappearance of face image and display of the inter-stimulus circle simultaneously",
+      "x2": "Initial setup with left finger key press indicating above average symmetry",
+      "x3": "Initial setup with right finger key press indicating above average symmetry",
+      "x5": "Initial presentation of famous face",
+      "x6": "Immediate repeated  presentation of famous face",
+      "x7": "Delayed repeated  presentation of famous face",
+      "x13": "Initial presentation of unfamiliar face",
+      "x14": "Immediate repeated  presentation of unfamiliar face",
+      "x15": "Delayed repeated  presentation of unfamiliar face",
+      "x17": "Initial presentation of scrambled face",
+      "x18": "Immediate repeated  presentation of scrambled face",
+      "x19": "Delayed repeated  presentation of scrambled face",
+      "x256": "Left finger key press",
+      "x4096": "Right finger key press",
+	  "x4352": "Left and right finger key presses"
+    }
+  }
+}
diff --git a/docs/source/WhatsNew.md b/docs/source/WhatsNew.md
index 84bc9137..b064b338 100644
--- a/docs/source/WhatsNew.md
+++ b/docs/source/WhatsNew.md
@@ -4,6 +4,11 @@
 <span style="color: red; font-weight: bold;">Upcoming... </span> **Nov. 10-17, 2023 sFN (Society for Neuroscience)** in Washington D.C.:  
 > **Visit SCCN booth (#3031)** for help and information (or just to visit) about **NEMAR/OpenNeuro**, **EEGLAB**, **HED**, **LSL**, and **MoBI**.  
 
+**October 27, 2023**: **HEDTools version 0.4.0 released** 
+> [**HEDTools**](https://pypi.org/project/hedtools/) version 0.4.0 has been released on PyPI.  
+> See also [**hed-python**](https://github.com/hed-standard/hed-python) on GitHub.  
+> This release includes refactoring and simplification of core models and improvements of remodeling tools.
+
 **October 4, 2023**: **New HED preprint Score HED library**
 > <em>Hierarchical Event Descriptor library schema for EEG data annotation</em>  
 > by Pal Attia, T., Robbins, K., Beniczky, S., Bosch-Bayard, J., Delorme, A., Lundstrom, B., Rogers, C., Rampp, S., Valdes-Sosa, P., Truong, D., Worrell, G., Makeig, S., and D. Hermes (2023).    
diff --git a/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb b/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb
index 7a99c757..1334b84e 100644
--- a/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb
+++ b/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb
@@ -32,21 +32,33 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 1,
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Using HEDTOOLS version: {'date': '2023-10-12T10:29:43-0500', 'dirty': True, 'error': None, 'full-revisionid': 'e9e63e39f6a99487c5e69ae96e653c4580045ec0', 'version': '0.3.0+164.ge9e63e3.dirty'}\n",
-      "HED Examples version: {'version': '0.2.0+177.g642dd60.dirty', 'full-revisionid': '642dd607a2fa508f64985afaa8a040b31023ee92', 'dirty': True, 'error': None, 'date': '2023-10-24T15:09:52-0500'}\n",
+      "Using HEDTOOLS version: {'date': '2023-10-27T15:28:14-0500', 'dirty': False, 'error': None, 'full-revisionid': '2c4ac99767322bf8d32a779a6b687a96206a5859', 'version': '0.4.0'}\n",
+      "HED Examples version: {'version': '0.2.0+180.g93d9ace.dirty', 'full-revisionid': '93d9acef2ad8b2a0e7619bad23f2c34cef52a0e9', 'dirty': True, 'error': None, 'date': '2023-10-26T09:52:10-0500'}\n",
       "HED validation errors: \n",
       "\n",
-      "Errors in file 'sub-02_ses-01_task-DriveRandomSound_run-1_events.tsv'\n",
-      "\tIssues in row 2833:\n",
-      "\t\thed string: (Def/Non-cue-sound, Onset),(Def/Drive-vehicle, Offset),(Def/Trial-marker, Offset),(Def/Non-cue-sound, Offset),(Def/Show-speed-sign/45, Offset)\n",
-      "\t\t\tONSET_OFFSET_INSET_ERROR: 'Offset' uses name 'Non-cue-sound', which was already used at this onset time.  Problem spans string indexes: 102, 108\n",
-      "\t\t\tONSET_OFFSET_INSET_ERROR: Offset tag 'Def/Show-speed-sign/45' does not have a matching onset.  Problem spans string indexes: 111, 133\n"
+      "Errors in file 'sub-002_task-FacePerception_run-1_events.tsv'\n",
+      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
+      "\n",
+      "Errors in file 'sub-002_task-FacePerception_run-2_events.tsv'\n",
+      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
+      "\n",
+      "Errors in file 'sub-002_task-FacePerception_run-3_events.tsv'\n",
+      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
+      "\n",
+      "Errors in file 'sub-003_task-FacePerception_run-1_events.tsv'\n",
+      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
+      "\n",
+      "Errors in file 'sub-003_task-FacePerception_run-2_events.tsv'\n",
+      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
+      "\n",
+      "Errors in file 'sub-003_task-FacePerception_run-3_events.tsv'\n",
+      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n"
      ]
     }
    ],
@@ -60,11 +72,12 @@
     "print(f\"HED Examples version: {str(get_versions())}\")\n",
     "\n",
     "## Set the dataset location and the check_for_warnings flag\n",
-    "check_for_warnings = False\n",
-    "dataset_path = 't:/summaryTests/ds004105-download'\n",
-    "outfile = 't:/ds004105_errors.txt'\n",
+    "check_for_warnings = True\n",
+    "dataset_dir = '../../../datasets/eeg_ds003645s_hed_curly'\n",
+    "outfile = ''\n",
+    "\n",
     "## Validate the dataset\n",
-    "bids = BidsDataset(dataset_path)\n",
+    "bids = BidsDataset(dataset_dir)\n",
     "issue_list = bids.validate(check_for_warnings=check_for_warnings)\n",
     "if issue_list:\n",
     "    issue_str = get_printable_issue_string(issue_list, \"HED validation errors: \", skip_filename=False)\n",
@@ -78,8 +91,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-10-24T22:15:17.741340200Z",
-     "start_time": "2023-10-24T22:14:12.987247500Z"
+     "end_time": "2023-10-27T22:04:18.425876300Z",
+     "start_time": "2023-10-27T22:04:11.227861600Z"
     }
    }
   }
diff --git a/hedcode/matlab_scripts/web_services/runAllTests.m b/hedcode/matlab_scripts/web_services/runAllTests.m
index 52cd4157..3b53fc52 100644
--- a/hedcode/matlab_scripts/web_services/runAllTests.m
+++ b/hedcode/matlab_scripts/web_services/runAllTests.m
@@ -1,5 +1,5 @@
 host = 'https://hedtools.org/hed';
-host = 'https://hedtools.org/hed_dev';
+%host = 'https://hedtools.org/hed_dev';
 host = 'http://127.0.0.1:5000';