From 6e6688dedfc7068d3da61242a2c2f6f781cfc3e8 Mon Sep 17 00:00:00 2001 From: "behinger (s-ccs 001)" Date: Thu, 10 Oct 2024 12:35:12 +0000 Subject: [PATCH] update for WS2024 --- _quarto.yml | 2 - bibliography.qmd | 13 +- course.qmd | 4 +- exercises/ex1_overview.md | 76 ++- exercises/ex3_filter.qmd | 2 +- exercises/ex4_cleaning.qmd | 2 +- exercises/ex5_ICA.qmd | 2 +- exercises/exercises.qmd | 4 +- exercises/solutions/ex1_overview.ipynb | 646 +++++++++++++++---------- exercises/solutions/ex2_filter.ipynb | 140 +++--- milestones.qmd | 5 + schedule.qmd | 40 +- semesterproject.qmd | 7 +- 13 files changed, 552 insertions(+), 391 deletions(-) diff --git a/_quarto.yml b/_quarto.yml index 47d7854..06c739e 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -27,8 +27,6 @@ website: text: ๐ŸŽฏ Milestones - section: "Exercises" contents: - - href: exercises_overview.qmd - text: โ„น๏ธ Organisation - href: exercises/exercises.qmd text: ๐Ÿ‹๏ธโ€โ™‚๏ธ Exercise sheets - section: "Resources" diff --git a/bibliography.qmd b/bibliography.qmd index 188f736..2ea63ae 100644 --- a/bibliography.qmd +++ b/bibliography.qmd @@ -5,6 +5,7 @@ editor: --- ## Text books +You should be able to get these books via the library. If not, please contact me #### Hari & Puce - MEG/EEG Primer Good book with a general overview of many topics discussed in the course @@ -15,4 +16,14 @@ The standard book for ERP analyses #### Analyzing Neural Time Series Data: Theory and Practice -The standard book for time-frequency analysis (a bit on the older side though, still excellent read) \ No newline at end of file +The standard book for time-frequency analysis (a bit on the older side though, still excellent read) + + +## Websites +### Learning EEG +This is a really nice website with beautiful images. +[https://www.learningeeg.com/](https://www.learningeeg.com/) + +### Steve Luck's ERPLab tutorial +This website / book is very applied, and unfortunately uses ERPLab and Matlab throughout. Nevertheless, it is a very nice ressources accompanying the course. +[Applied Event-related Potential Data Analysis](https://socialsci.libretexts.org/Bookshelves/Psychology/Biological_Psychology/Applied_Event-Related_Potential_Data_Analysis_(Luck)) \ No newline at end of file diff --git a/course.qmd b/course.qmd index 693bfe5..517904f 100644 --- a/course.qmd +++ b/course.qmd @@ -1,6 +1,6 @@ ## Course Philosophy -You are here because you want to learn something. My job is to make that easier and provide opportunities. I will provide lectures whenever they are ready. Homeworks and all solutions are already available at the start of the course. In principle, you can decide to not join most of the weekly "Discussions" and teach yourself - but the discussions will be fun and helpful as you will see. Attending the milestones is mandatory +You are here because you want to learn something. My job is to make that easier and provide opportunities. I will provide lectures whenever they are ready. Homeworks and solutions are already available at the start of the course. In principle, you can decide to not join most of the weekly "Discussions" and teach yourself - but the discussions will be fun and helpful as you will see. Attending the milestones is mandatory though. At the end of the course, you should be able to analyse a complete EEG dataset in different ways. This requires conceptual knowledge and implementation practice. Importantly, this course requires you to actually want to learn! I will give you lots of flexibility, but in the end, you must make the time and effort to learn the content. @@ -10,7 +10,7 @@ I will support, but I will not enforce. The formal requirements to pass the course, is to get a grade >=4.0 in the semester project and to present at each milestone (ungraded). There is no requirement to join the other seminar sessions, to do the homeworks or watch the lectures. All of these things will be extremely helpful though, and I recommend to watch them early in the semester (you have to watch them anyway!) ## Exercises -The homeworks are voluntarily, but **HIGHLY** recommended. The semester project is based on the exercises. If you went through them and understood the content, the backbone of the semester project will be finished already. +The homeworks are voluntarily, but **HIGHLY** recommended. The semester project is based on the exercises. If you went through them and understood the content, the semester project will be easier to tackle. A note to solutions: I provide solutions so that you can check yourself in case you get stuck. This is dangerous from a learning perspective because easy access to solutions also means you might not challenge yourself enough. I highly recommend trying out various ways on a problem first, and only to go for the solution if you do not succeed after 10-20min . diff --git a/exercises/ex1_overview.md b/exercises/ex1_overview.md index f80aae3..67257d4 100644 --- a/exercises/ex1_overview.md +++ b/exercises/ex1_overview.md @@ -8,35 +8,33 @@ run `pip install mne` or if you like conda: `conda install -c conda-forge mne` +similarly, install `pip install mne-bids`, a tool to load the EEG data easily. + Test the installation by `import mne` -## Load data & plot continuous EEG -We will be using a typical P3 oddball dataset. We expect a positive response over parietal/central electrodes (Cz/Pz) starting at 300-400ms. Something like this: https://www.neurobs.com/manager/content/docs/psychlab101_experiments/Oddball%20Task%20(Visual)/description.html -If you want to read the details you can find it here (the dataset is also part of the semester project): https://psyarxiv.com/4azqm/. You can also investigate the `sub-002_task-P3_eeg.json` for a task description which is automatically downloaded. +## Download data +We will be using a typical P3 oddball dataset. We expect a positive response over parietal/central electrodes (Cz/Pz) starting at 300-400ms, [something like this](https://www.neurobs.com/manager/content/docs/psychlab101_experiments/Oddball%20Task%20(Visual)/description.html). + +If you want to read the details you can find it [here](https://psyarxiv.com/4azqm/). You can also investigate the `sub-030_task-P3_eeg.json` for a task description which is one of the files you will download next: + +Please download the data from [](https://osf.io/9cnmx/) + Next, you need the [ccs_eeg_utils.py](ccs_eeg_utils.py) file which you can add to your python code e.g. via -``` +```python import sys -sys.path.insert(0,'..') +sys.path.insert(0,'.') ``` -For the ccs_eeg_utils, you will need mne-bids - a tool to manage multi-subject/session EEG data. -``` -pip install mne-bids -``` - -The actual data you can download from https://osf.io/thsqg/ -`["channels.tsv","events.tsv","eeg.fdt","eeg.json","eeg.set"]` -and put them into `../local/bids/sub-002/ses-P3/eeg/sub-002_ses-P3_task-P3_XYZ` with `XZY` being the filename. - +## Load data & plot continuous EEG ```python # Load the data from mne_bids import (BIDSPath,read_raw_bids) # path where to save the datasets. bids_root = "../local/bids" -subject_id = '002' # recommend subject 2 for now +subject_id = '030' # recommend subject 30 for now bids_path = BIDSPath(subject=subject_id,task="P3",session="P3", @@ -50,20 +48,39 @@ ccs_eeg_utils.read_annotations_core(bids_path,raw) ``` -**T:** Extract a single channel and plot the whole timeseries. You can directly interact with the `raw` object, e.g. `raw[1:10,1:5000]` extracts the first 10 channels and 2000 samples. -**Q:** What is the unit/scale of the data (in sense of "range" of data)? +**Task:** Extract a single channel and plot the whole timeseries. + +:::callout-note + +You can directly interact with the `raw` object, e.g. `raw[1:10,1:5000]`, which extracts the first 10 channels and 5000 samples. + +You can also use `raw.get_data()` to get the whole data as a numpy array. + +::: + +::: callout-tipp + +For now we can use simple matplotlib to visualize the data, e.g.: +```python +from matplotlib import pyplot as plt +plt.plot(raw[10,:][0].T) +``` + +::: + +**Question:** What is the range of the data (in sense of min-y to max-y in ยต-volt)? -**T:** Have a look at `raw.info` and note down what the sampling frequency is (how many EEG-samples per second) +**Task:** Have a look at `raw.info` and note down what the sampling frequency is (how many EEG-samples per second) ## Epoching -**T:** We will epoch the data now. Formost we will cut the raw data to one channel using `raw.pick_channels(["Cz"])` - note that this will permanently change the "raw" object and "deletes" alle other channels from memory. If you want rather a copy you could use `raw_subselect = raw.copy().pick_channels(["Cz"]))`. +**Task:** We will epoch the data now. Formost we will cut the raw data to one channel using `raw.pick(["Cz"])` - note that this will permanently change the `raw` object and **removes** alle other channels from memory. If you want rather a copy you could use `raw_subselect = raw.copy().pick(["Cz"]))`. -**T** Let's investigate the annotation markers. Have a look at raw.annotations. These values reflect the values in the bids `*_events.tsv` file (have a look at the files in `../local/bids/sub-002/sub-002_task-P3_events.tsv`). BIDS is a new standard to share neuroimaging and other physiological data. It is not really a fileformat, but more of a folder & filename structure with some additional json files. I highly recommend to put your data into bids-format as soon as possible. It helps you stay organized and on top of things! +**Task** Let's investigate the annotation markers. Have a look at raw.annotations. These values reflect the values in the bids `*_events.tsv` file (have a look at this file via `../local/bids/sub-030/sub-030_task-P3_events.tsv`). BIDS is a new standard to share neuroimaging and other physiological data. It is not really a fileformat, but more of a folder & filename structure with some additional json files. I highly recommend to put your data into bids-format as soon as possible. It helps you stay organized and on top of things! -**T** MNE-speciality: We have to convert annotations to events with `evts,evts_dict = mne.events_from_annotations(raw)`. Have a look at evts - it shows you the sample, the duration and event-id (with the look-up table evts_dict). In this case we only want to look at stimulus evoked responses, so we subset the event table (note: this could be done after epoching too) +**Task** MNE-speciality: We have to convert annotations to events with `evts,evts_dict = mne.events_from_annotations(raw)`. Have a look at evts - it shows you the sample, the duration and event-id (with the look-up table evts_dict). In this case we only want to look at stimulus evoked responses, so we subset the event table (note: this could be done after epoching too) ```python # get all keys which contain "stimulus" @@ -72,19 +89,26 @@ wanted_keys = [e for e in evts_dict.keys() if "stimulus" in e] evts_dict_stim=dict((k, evts_dict[k]) for k in wanted_keys if k in evts_dict) ``` -**T** Epoch the data with `epochs = mne.Epochs(raw,evts,evts_dict_stim,tmin=-0.1,tmax=1)` +**Task** Epoch the data with `epochs = mne.Epochs(raw,evts,evts_dict_stim,tmin=-0.1,tmax=1)` + +**Task** Now that we have the epochs we should plot them. Plot all trials 'manually', (without using mne's functionality) (`epochs.get_data()`). + +::: callout-note + +You should plot one line per trial. + +::: -**T** Now that we have the epochs we should plot them. Plot all trials 'manually', (without using mne's functionality) (`epochs.get_data()`). -**Q** What is the unit/scale of the data now? +**Question** What is the scale-range of the epoched data now? ## My first ERP -**T** But which epochs belong to targets and which to distractors? This is hidden in the event-description. Using the following lines you can find out which indices belong to which trial-types +**Task** But which epochs belong to targets and which to distractors? This is hidden in the event-description. Using the following lines you can find out which indices belong to which trial-types ```python target = ["stimulus:{}{}".format(k,k) for k in [1,2,3,4,5]] distractor = ["stimulus:{}{}".format(k,j) for k in [1,2,3,4,5] for j in [1,2,3,4,5] if k!=j] ``` Now index the epochs `evoked = epochs[index].average()` and average them. You can then plot them either via `evoked.plot()` or with `mne.viz.plot_compare_evokeds([evokedA,evokedB])`. -**Q** What is the unit/scale of the data now? Set it into context to the other two scales you reported (**Q**'s higher up). +**Question** What is the unit/scale of the data now? Set it into context to the other two scales you reported before diff --git a/exercises/ex3_filter.qmd b/exercises/ex3_filter.qmd index cf904fd..2f94570 100644 --- a/exercises/ex3_filter.qmd +++ b/exercises/ex3_filter.qmd @@ -89,7 +89,7 @@ import importlib import ccs_eeg_utils bids_root = "../local/bids" -subject_id = '002' +subject_id = '030' bids_path = BIDSPath(subject=subject_id,task="P3",session="P3", diff --git a/exercises/ex4_cleaning.qmd b/exercises/ex4_cleaning.qmd index 1586084..c85aebe 100644 --- a/exercises/ex4_cleaning.qmd +++ b/exercises/ex4_cleaning.qmd @@ -1,6 +1,6 @@ # Signal processing and analysis of human brain potentials (EEG) [Exercise 4] ## Cleaning Data -**T:** Download the `P3` dataset for Subject `30` (before 2020-11-20 12.53 this stated subject 9, sorry!) from the [ERPcore](https://osf.io/thsqg/). +We will re-use the dataset we used in the first exercise. **T:** Go through the dataset using the MNE explorer and clean it. You can use `raw.plot()` for this. If you are working from a jupyter notebook, try to use `%matplotlib qt` for better support of the cleaning window. To get an understanding how the tool works, press `help` or type `?` in the window. (Hint: You first have to add a new annotation by pressing `a`) diff --git a/exercises/ex5_ICA.qmd b/exercises/ex5_ICA.qmd index 2073ccf..17b73d4 100644 --- a/exercises/ex5_ICA.qmd +++ b/exercises/ex5_ICA.qmd @@ -38,7 +38,7 @@ you can call the infomax algorithm using `mne.preprocessing.infomax(x.T,verbose= from mne_bids import (BIDSPath,read_raw_bids) import mne_bids bids_root = "../local/bids" -subject_id = '002' +subject_id = '030' bids_path = BIDSPath(subject=subject_id,task="P3",session="P3", diff --git a/exercises/exercises.qmd b/exercises/exercises.qmd index f9662c7..78a4667 100644 --- a/exercises/exercises.qmd +++ b/exercises/exercises.qmd @@ -1,9 +1,9 @@ ## General remarks to exercises -These exercises are not intendend to be particularly difficult or very involved - this is by design. They are designed to help you think in different ways about the lecture material. The exercises are highly recommended but not mandatory. It is best if you generate a jupyter notebook for each exercise and upload it every week until Wednesday 12.00 (some exercises are over two weeks and specified as such in the course-overview) +These exercises are not intendend to be brain teasers (they can be nevertheless ๐Ÿ™ˆ) - this is by design. They are designed to help you think in different ways about the lecture material. The exercises are highly recommended but not mandatory. It is best if you generate a jupyter notebook for each exercise and upload it till the discussion session. You are encouraged to work in groups of 2. -Exercises are only graded pass/failed and if requested I will try to provide feedback. Again: Exercises are not mandatory to pass the course. The course-grade is solely based on the semesterproject. +Exercises are only graded pass/failed and if requested via e-mail I will provide feedback. Again: Exercises are not mandatory to pass the course. The course-grade is solely based on the semesterproject. ## The exercises ||| diff --git a/exercises/solutions/ex1_overview.ipynb b/exercises/solutions/ex1_overview.ipynb index 95bdf81..d2382b2 100644 --- a/exercises/solutions/ex1_overview.ipynb +++ b/exercises/solutions/ex1_overview.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 84, "metadata": {}, "outputs": [], "source": [ @@ -13,29 +13,15 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 85, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Reading /store/data/erp-core/sub-002/ses-P3/eeg/sub-002_ses-P3_task-P3_eeg.fdt\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_3551461/102703398.py:18: RuntimeWarning: Data file name in EEG.data (sub-002_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-002_ses-P3_task-P3_eeg.fdt).\n", - " raw = read_raw_bids(bids_path)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading events from /store/data/erp-core/sub-002/ses-P3/eeg/sub-002_ses-P3_task-P3_events.tsv.\n", + "Reading /store/data/erp-core/sub-030/ses-P3/eeg/sub-030_ses-P3_task-P3_eeg.fdt\n", + "Reading events from /store/data/erp-core/sub-030/ses-P3/eeg/sub-030_ses-P3_task-P3_events.tsv.\n", "The event \"response\" refers to multiple event values. Creating hierarchical event names.\n", " Renaming event: response -> response/202\n", " Renaming event: response -> response/202\n", @@ -103,6 +89,7 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", + " Renaming event: response -> response/202\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -132,12 +119,14 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", + " Renaming event: response -> response/202\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", + " Renaming event: response -> response/202\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -149,8 +138,6 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", - " Renaming event: response -> response/202\n", - " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -187,6 +174,7 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", + " Renaming event: response -> response/202\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -202,6 +190,21 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", + " Renaming event: response -> response/201\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_1448028/1487781420.py:18: RuntimeWarning: Data file name in EEG.data (sub-030_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-030_ses-P3_task-P3_eeg.fdt).\n", + " raw = read_raw_bids(bids_path)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -212,6 +215,7 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", + " Renaming event: response -> response/202\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -221,11 +225,7 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/202\n", - " Renaming event: response -> response/201\n", - " Renaming event: response -> response/201\n", - " Renaming event: response -> response/201\n", - " Renaming event: response -> response/201\n", - " Renaming event: response -> response/201\n", + " Renaming event: response -> response/202\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -240,208 +240,208 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", "The event \"stimulus\" refers to multiple event values. Creating hierarchical event names.\n", - " Renaming event: stimulus -> stimulus/45\n", - " Renaming event: stimulus -> stimulus/45\n", - " Renaming event: stimulus -> stimulus/45\n", - " Renaming event: stimulus -> stimulus/41\n", - " Renaming event: stimulus -> stimulus/44\n", - " Renaming event: stimulus -> stimulus/44\n", - " Renaming event: stimulus -> stimulus/45\n", - " Renaming event: stimulus -> stimulus/41\n", - " Renaming event: stimulus -> stimulus/43\n", - " Renaming event: stimulus -> stimulus/45\n", - " Renaming event: stimulus -> stimulus/41\n", - " Renaming event: stimulus -> stimulus/44\n", - " Renaming event: stimulus -> stimulus/41\n", - " Renaming event: stimulus -> stimulus/44\n", - " Renaming event: stimulus -> stimulus/42\n", - " Renaming event: stimulus -> stimulus/44\n", - " Renaming event: stimulus -> stimulus/42\n", - " Renaming event: stimulus -> stimulus/42\n", - " Renaming event: stimulus -> stimulus/41\n", - " Renaming event: stimulus -> stimulus/45\n", - 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event: stimulus -> stimulus/35\n", + " Renaming event: stimulus -> stimulus/33\n", + " Renaming event: stimulus -> stimulus/32\n", + " Renaming event: stimulus -> stimulus/33\n", + " Renaming event: stimulus -> stimulus/35\n", " Renaming event: stimulus -> stimulus/32\n", " Renaming event: stimulus -> stimulus/32\n", + " Renaming event: stimulus -> stimulus/35\n", " Renaming event: stimulus -> stimulus/33\n", + " Renaming event: stimulus -> stimulus/32\n", + " Renaming event: stimulus -> stimulus/32\n", + " Renaming event: stimulus -> stimulus/31\n", " Renaming event: stimulus -> stimulus/35\n", " Renaming event: stimulus -> stimulus/34\n", " Renaming event: stimulus -> stimulus/34\n", + " Renaming event: stimulus -> stimulus/32\n", " Renaming event: stimulus -> stimulus/33\n", - " Renaming event: stimulus -> stimulus/34\n", " Renaming event: stimulus -> stimulus/31\n", - " Renaming event: stimulus -> stimulus/33\n", " Renaming event: stimulus -> stimulus/34\n", - " Renaming event: stimulus -> stimulus/34\n", - " Renaming event: stimulus -> stimulus/31\n", " Renaming event: stimulus -> stimulus/32\n", - " Renaming event: stimulus -> stimulus/32\n", - " Renaming event: stimulus -> stimulus/34\n", " Renaming event: stimulus -> stimulus/35\n", - " Renaming event: stimulus -> stimulus/34\n", - " Renaming event: stimulus -> stimulus/32\n", - " Renaming event: stimulus -> stimulus/32\n", + " Renaming event: stimulus -> stimulus/31\n", " Renaming event: stimulus -> stimulus/35\n", - " Renaming event: stimulus -> stimulus/33\n", " Renaming event: stimulus -> stimulus/32\n", + " Renaming event: stimulus -> stimulus/31\n", " Renaming event: stimulus -> stimulus/35\n", + " Renaming event: stimulus -> stimulus/31\n", " Renaming event: stimulus -> stimulus/35\n", " Renaming event: stimulus -> stimulus/33\n", - " Renaming event: stimulus -> stimulus/35\n", - " Renaming event: stimulus -> stimulus/34\n", + " Renaming event: stimulus -> stimulus/32\n", " Renaming event: stimulus -> stimulus/33\n", " Renaming event: stimulus -> stimulus/31\n", - " Renaming event: stimulus -> stimulus/32\n", + " Renaming event: stimulus -> stimulus/33\n", " Renaming event: stimulus -> stimulus/35\n", " Renaming event: stimulus -> stimulus/34\n", - " Renaming event: stimulus -> stimulus/35\n", - " Renaming event: stimulus -> stimulus/32\n", " Renaming event: stimulus -> stimulus/33\n", + " Renaming event: stimulus -> stimulus/32\n", " Renaming event: stimulus -> stimulus/35\n", - " Renaming event: stimulus -> stimulus/33\n", - " Renaming event: stimulus -> stimulus/24\n", " Renaming event: stimulus -> stimulus/22\n", + " Renaming event: stimulus -> stimulus/21\n", " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/25\n", - " Renaming event: stimulus -> stimulus/24\n", - " Renaming event: stimulus -> stimulus/23\n", + " Renaming event: stimulus -> stimulus/25\n", " Renaming event: stimulus -> stimulus/23\n", + " Renaming event: stimulus -> stimulus/22\n", " Renaming event: stimulus -> stimulus/23\n", - " Renaming event: stimulus -> stimulus/25\n", " Renaming event: stimulus -> stimulus/22\n", + " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/25\n", + " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/21\n", " Renaming event: stimulus -> stimulus/25\n", - " Renaming event: stimulus -> stimulus/21\n", + " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/25\n", - " Renaming event: stimulus -> stimulus/24\n", - " Renaming event: stimulus -> stimulus/24\n", " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/25\n", - " Renaming event: stimulus -> stimulus/24\n", " Renaming event: stimulus -> stimulus/23\n", - " Renaming event: stimulus -> stimulus/22\n", - " Renaming event: stimulus -> stimulus/24\n", - " Renaming event: stimulus -> stimulus/21\n", " Renaming event: stimulus -> stimulus/24\n", " Renaming event: stimulus -> stimulus/25\n", - " Renaming event: stimulus -> stimulus/22\n", - " Renaming event: stimulus -> stimulus/23\n", - " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/21\n", - " Renaming event: stimulus -> stimulus/22\n", - " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/21\n", " Renaming event: stimulus -> stimulus/25\n", " Renaming event: stimulus -> stimulus/22\n", " Renaming event: stimulus -> stimulus/25\n", + " Renaming event: stimulus -> stimulus/22\n", + " Renaming event: stimulus -> stimulus/24\n", " Renaming event: stimulus -> stimulus/25\n", + " Renaming event: stimulus -> stimulus/24\n", + " Renaming event: stimulus -> stimulus/21\n", + " Renaming event: stimulus -> stimulus/21\n", " Renaming event: stimulus -> stimulus/22\n", + " Renaming event: stimulus -> stimulus/23\n", + " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/25\n", " Renaming event: stimulus -> stimulus/22\n", - " Renaming event: stimulus -> stimulus/15\n", - " Renaming event: stimulus -> stimulus/15\n", - " Renaming event: stimulus -> stimulus/14\n", - " Renaming event: stimulus -> stimulus/12\n", - " Renaming event: stimulus -> stimulus/11\n", - " Renaming event: stimulus -> stimulus/15\n", - " Renaming event: stimulus -> stimulus/14\n", - " Renaming event: stimulus -> stimulus/11\n", + " Renaming event: stimulus -> stimulus/22\n", + " Renaming event: stimulus -> stimulus/23\n", + " Renaming event: stimulus -> stimulus/23\n", " Renaming event: stimulus -> stimulus/11\n", " Renaming event: stimulus -> stimulus/13\n", - " Renaming event: stimulus -> stimulus/15\n", - " Renaming event: stimulus -> stimulus/11\n", " Renaming event: stimulus -> stimulus/14\n", + " Renaming event: stimulus -> stimulus/15\n", " Renaming event: stimulus -> stimulus/12\n", - " Renaming event: stimulus -> stimulus/12\n", + " Renaming event: stimulus -> stimulus/13\n", " Renaming event: stimulus -> stimulus/14\n", " Renaming event: stimulus -> stimulus/14\n", + " Renaming event: stimulus -> stimulus/14\n", + " Renaming event: stimulus -> stimulus/15\n", " Renaming event: stimulus -> stimulus/13\n", " Renaming event: stimulus -> stimulus/13\n", + " Renaming event: stimulus -> stimulus/15\n", + " Renaming event: stimulus -> stimulus/12\n", + " Renaming event: stimulus -> stimulus/11\n", + " Renaming event: stimulus -> stimulus/15\n", " Renaming event: stimulus -> stimulus/14\n", + " Renaming event: stimulus -> stimulus/14\n", + " Renaming event: stimulus -> stimulus/11\n", " Renaming event: stimulus -> stimulus/11\n", " Renaming event: stimulus -> stimulus/14\n", + " Renaming event: stimulus -> stimulus/11\n", + " Renaming event: stimulus -> stimulus/15\n", " Renaming event: stimulus -> stimulus/15\n", " Renaming event: stimulus -> stimulus/11\n", + " Renaming event: stimulus -> stimulus/15\n", " Renaming event: stimulus -> stimulus/13\n", - " Renaming event: stimulus -> stimulus/12\n", " Renaming event: stimulus -> stimulus/11\n", + " Renaming event: stimulus -> stimulus/13\n", " Renaming event: stimulus -> stimulus/15\n", " Renaming event: stimulus -> stimulus/12\n", " Renaming event: stimulus -> stimulus/15\n", - " Renaming event: stimulus -> stimulus/14\n", - " Renaming event: stimulus -> stimulus/12\n", " Renaming event: stimulus -> stimulus/11\n", - " Renaming event: stimulus -> stimulus/15\n", + " Renaming event: stimulus -> stimulus/13\n", + " Renaming event: stimulus -> stimulus/13\n", + " Renaming event: stimulus -> stimulus/13\n", + " Renaming event: stimulus -> stimulus/14\n", + " Renaming event: stimulus -> stimulus/14\n", " Renaming event: stimulus -> stimulus/13\n", " Renaming event: stimulus -> stimulus/12\n", - " Renaming event: stimulus -> stimulus/15\n", - " Renaming event: stimulus -> stimulus/12\n", - " Renaming event: stimulus -> stimulus/15\n", - " Renaming event: stimulus -> stimulus/15\n", - "Reading channel info from /store/data/erp-core/sub-002/ses-P3/eeg/sub-002_ses-P3_task-P3_channels.tsv.\n", - "Reading 0 ... 414719 = 0.000 ... 404.999 secs...\n" + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/53\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/53\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/53\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/55\n", + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/52\n", + " Renaming event: stimulus -> stimulus/54\n", + " Renaming event: stimulus -> stimulus/51\n", + " Renaming event: stimulus -> stimulus/53\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/41\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/41\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/41\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/41\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/41\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/41\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/45\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/45\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/41\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/44\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/43\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/42\n", + " Renaming event: stimulus -> stimulus/42\n", + "Reading channel info from /store/data/erp-core/sub-030/ses-P3/eeg/sub-030_ses-P3_task-P3_channels.tsv.\n", + "Reading 0 ... 393215 = 0.000 ... 383.999 secs...\n" ] }, { @@ -463,7 +463,7 @@ " Participant\n", " \n", " \n", - " sub-002\n", + " sub-030\n", " \n", " \n", " \n", @@ -510,20 +510,20 @@ " \n", " \n", " Filenames\n", - " sub-002_ses-P3_task-P3_eeg.fdt\n", + " sub-030_ses-P3_task-P3_eeg.fdt\n", " \n", " \n", " \n", " Duration\n", - " 00:06:45 (HH:MM:SS)\n", + " 00:06:24 (HH:MM:SS)\n", " \n", "" ], "text/plain": [ - "" + "" ] }, - "execution_count": 3, + "execution_count": 85, "metadata": {}, "output_type": "execute_result" } @@ -538,7 +538,7 @@ "#bids_root = \"../../local/bids\" # recommended data location\n", "#bids_root = \"/bigpool/export/users/ehinger/erp-core/bids\" # Bene's Server location\n", "bids_root = \"/store/data/erp-core/\"\n", - "subject_id = '002' # recommend subject 2 for now\n", + "subject_id = '030' # recommend subject 30 for now\n", "\n", "\n", "bids_path = BIDSPath(subject=subject_id,task=\"P3\",session=\"P3\",\n", @@ -562,22 +562,22 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 4, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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" ] @@ -593,9 +593,97 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 87, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Measurement dateUnknown
ExperimenterUnknown
Participantsub-030
Digitized points33 points
Good channels30 EEG, 3 EOG
Bad channelsNone
EOG channelsHEOG_left, HEOG_right, VEOG_lower
ECG channelsNot available
Sampling frequency1024.00 Hz
Highpass0.00 Hz
Lowpass512.00 Hz
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 87, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw.info" ] @@ -606,7 +694,7 @@ "metadata": {}, "source": [ "**Q:** What is the unit/scale of the data?\n", - "0.02V = 20000 ยตV\n", + "0.01V = 10000 ยตV\n", "\n", "**T:** Have a look at `raw.info` and note down what the sampling frequency is (how many EEG-samples per second): 1024Hz" ] @@ -616,43 +704,124 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "**T:** We will epoch the data now. Formost we will cut the raw data to one channel using `raw.pick_channels([\"Cz\"])` - not that this will permanently change the \"raw\" object and \"deletes\" alle other channels from memory. If you want rather a copy you could use `raw_subselect = raw.copy().pick_channels([\"Cz\"]))`.\n" + "**T:** We will epoch the data now. Formost we will cut the raw data to one channel using `raw.pick([\"Cz\"])` - not that this will permanently change the \"raw\" object and \"deletes\" alle other channels from memory. If you want rather a copy you could use `raw_subselect = raw.copy().pick([\"Cz\"]))`.\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 88, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Measurement dateUnknown
ExperimenterUnknown
Participantsub-030
Digitized points33 points
Good channels30 EEG, 3 EOG
Bad channelsNone
EOG channelsHEOG_left, HEOG_right, VEOG_lower
ECG channelsNot available
Sampling frequency1024.00 Hz
Highpass0.00 Hz
Lowpass512.00 Hz
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "raw.info" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 89, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NOTE: pick_channels() is a legacy function. New code should use inst.pick(...).\n" - ] - }, { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 6, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -662,13 +831,13 @@ } ], "source": [ - "raw.pick_channels([\"Cz\"])\n", + "raw.pick([\"Cz\"])\n", "plt.plot(raw[:,:][0].T)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 90, "metadata": {}, "outputs": [ { @@ -708,7 +877,7 @@ " 'stimulus:55']" ] }, - "execution_count": 10, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } @@ -721,7 +890,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 91, "metadata": {}, "outputs": [ { @@ -754,7 +923,7 @@ " 'stimulus:55': 27}" ] }, - "execution_count": 12, + "execution_count": 91, "metadata": {}, "output_type": "execute_result" } @@ -774,7 +943,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 92, "metadata": {}, "outputs": [ { @@ -800,7 +969,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 93, "metadata": {}, "outputs": [ { @@ -814,7 +983,7 @@ " \n", " Events\n", " \n", - " stimulus:11: 8
stimulus:12: 8
stimulus:13: 5
stimulus:14: 8
stimulus:15: 11
stimulus:21: 5
stimulus:22: 8
stimulus:23: 9
stimulus:24: 7
stimulus:25: 11
stimulus:31: 4
stimulus:32: 9
stimulus:33: 8
stimulus:34: 9
stimulus:35: 10
stimulus:41: 11
stimulus:42: 5
stimulus:43: 4
stimulus:44: 8
stimulus:45: 12
stimulus:51: 16
stimulus:52: 5
stimulus:53: 7
stimulus:54: 4
stimulus:55: 8\n", + " stimulus:11: 8
stimulus:12: 4
stimulus:13: 10
stimulus:14: 9
stimulus:15: 9
stimulus:21: 6
stimulus:22: 8
stimulus:23: 12
stimulus:24: 3
stimulus:25: 11
stimulus:31: 8
stimulus:32: 10
stimulus:33: 8
stimulus:34: 4
stimulus:35: 10
stimulus:41: 7
stimulus:42: 12
stimulus:43: 11
stimulus:44: 8
stimulus:45: 2
stimulus:51: 8
stimulus:52: 12
stimulus:53: 4
stimulus:54: 8
stimulus:55: 8\n", " \n", " \n", " \n", @@ -830,19 +999,19 @@ "text/plain": [ "" ] }, - "execution_count": 15, + "execution_count": 93, "metadata": {}, "output_type": "execute_result" } @@ -851,61 +1020,6 @@ "epochs" ] }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NOTE: pick_channels() is a legacy function. New code should use inst.pick(...).\n" - ] - }, - { - "data": { - "text/plain": [ - "(1, 1127)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "epochs.average().get_data().shape" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NOTE: pick_channels() is a legacy function. New code should use inst.pick(...).\n", - "Need more than one channel to make topography for eeg. Disabling interactivity.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "epochs.average().plot();" - ] - }, { "attachments": {}, "cell_type": "markdown", @@ -918,7 +1032,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 94, "metadata": {}, "outputs": [ { @@ -926,22 +1040,23 @@ "output_type": "stream", "text": [ "Using data from preloaded Raw for 200 events and 1127 original time points ...\n", + "0 bad epochs dropped\n", "Using data from preloaded Raw for 200 events and 1127 original time points ...\n" ] }, { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 27, + "execution_count": 94, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -966,7 +1081,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 95, "metadata": {}, "outputs": [ { @@ -981,13 +1096,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_3551461/86118832.py:3: RuntimeWarning: Cannot find channel coordinates in the supplied Evokeds. Not showing channel locations.\n", + "/tmp/ipykernel_1448028/86118832.py:3: RuntimeWarning: Cannot find channel coordinates in the supplied Evokeds. Not showing channel locations.\n", " mne.viz.plot_compare_evokeds([target,distractor]);\n" ] }, { "data": { - "image/png": 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", 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" ] @@ -1017,6 +1132,11 @@ "cell_type": "markdown", "metadata": {}, "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] } ], "metadata": { diff --git a/exercises/solutions/ex2_filter.ipynb b/exercises/solutions/ex2_filter.ipynb index 3215091..5d7190c 100644 --- a/exercises/solutions/ex2_filter.ipynb +++ b/exercises/solutions/ex2_filter.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 22, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -25,16 +25,16 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 23, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, @@ -63,16 +63,16 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 26, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, @@ -101,16 +101,16 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 27, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, @@ -131,16 +131,16 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 28, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, @@ -169,24 +169,24 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_575488/994262993.py:5: RuntimeWarning: divide by zero encountered in log10\n", + "/tmp/ipykernel_1519696/994262993.py:5: RuntimeWarning: divide by zero encountered in log10\n", " plt.plot(np.log10(mag))\n" ] }, { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 31, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, @@ -221,16 +221,16 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 32, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, @@ -262,16 +262,16 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 33, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, @@ -315,16 +315,16 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 34, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, @@ -348,7 +348,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -364,10 +364,10 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 35, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, @@ -396,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -422,10 +422,10 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 38, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, @@ -470,16 +470,16 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 39, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, @@ -503,7 +503,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -519,10 +519,10 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 40, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, @@ -559,14 +559,28 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Reading /store/data/erp-core/sub-002/ses-P3/eeg/sub-002_ses-P3_task-P3_eeg.fdt\n", + "Reading /store/data/erp-core/sub-002/ses-P3/eeg/sub-002_ses-P3_task-P3_eeg.fdt\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_1519696/3018021070.py:18: RuntimeWarning: Data file name in EEG.data (sub-002_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-002_ses-P3_task-P3_eeg.fdt).\n", + " raw = read_raw_bids(bids_path)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "Reading events from /store/data/erp-core/sub-002/ses-P3/eeg/sub-002_ses-P3_task-P3_events.tsv.\n", "The event \"response\" refers to multiple event values. Creating hierarchical event names.\n", " Renaming event: response -> response/202\n", @@ -609,21 +623,7 @@ " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", - " Renaming event: response -> response/201\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_575488/3018021070.py:18: RuntimeWarning: Data file name in EEG.data (sub-002_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-002_ses-P3_task-P3_eeg.fdt).\n", - " raw = read_raw_bids(bids_path)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", " Renaming event: response -> response/201\n", @@ -1069,7 +1069,7 @@ "" ] }, - "execution_count": 41, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -1086,7 +1086,7 @@ "bids_root = \"/bigpool/export/users/ehinger/erp-core/bids\" # Bene's Server location\n", "bids_root = \"/store/data/erp-core/\"\n", "\n", - "subject_id = '002'\n", + "subject_id = '030'\n", "\n", "\n", "bids_path = BIDSPath(subject=subject_id,task=\"P3\",session=\"P3\",\n", @@ -1107,16 +1107,16 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 45, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, @@ -1147,7 +1147,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -1163,7 +1163,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_575488/1845277888.py:2: RuntimeWarning: Channel locations not available. Disabling spatial colors.\n", + "/tmp/ipykernel_1519696/1845277888.py:2: RuntimeWarning: Channel locations not available. Disabling spatial colors.\n", " raw.plot_psd(area_mode='range', tmax=10.0, average=False,xscale=\"linear\",);\n", "/home/ehinger/micromamba/envs/course_EEG_ws2023/lib/python3.10/site-packages/mne/viz/utils.py:161: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " (fig or plt).show(**kwargs)\n" @@ -1198,7 +1198,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -1228,7 +1228,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_575488/1145606728.py:2: RuntimeWarning: Channel locations not available. Disabling spatial colors.\n", + "/tmp/ipykernel_1519696/1145606728.py:2: RuntimeWarning: Channel locations not available. Disabling spatial colors.\n", " raw_f.plot_psd(area_mode='range', tmax=10.0, average=False,xscale=\"log\");\n", "/home/ehinger/micromamba/envs/course_EEG_ws2023/lib/python3.10/site-packages/mne/viz/utils.py:161: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", " (fig or plt).show(**kwargs)\n" @@ -1252,16 +1252,16 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 48, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, @@ -1291,16 +1291,16 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 50, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, diff --git a/milestones.qmd b/milestones.qmd index ca84449..5b9a06e 100644 --- a/milestones.qmd +++ b/milestones.qmd @@ -56,6 +56,11 @@ Prepare 1 slide showing: :::: callout-warning Not all authors do a good job to clearly communicate how their pipeline looked like. Add notes when you are unsure! :::: + +:::: callout-note +It is totally fine to adapt your processing pipeline as you go & experience problems / successes and get feedback. +:::: + ::: diff --git a/schedule.qmd b/schedule.qmd index 655cc17..b341d1f 100644 --- a/schedule.qmd +++ b/schedule.qmd @@ -12,49 +12,51 @@ An entry in the table means that your work is **due to that weekly meeting (i.e. +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ | . | Date | Special-Session | Watch this: | Submit this: | Deliver this: | +=========+============+===============================+==============================================================================================================+==============================================================================================================+==============================================================================================================+ -| 01 | 17.10.2023 | Intro, Organisation | Introduction to Neuroimaging | E-1: My first ERP | | +| 01 | 17.10.2024 | Intro, Organisation | Introduction to Neuroimaging | E-1: My first ERP | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 02 | 24.10.2023 | | ERPs | E-2: Tanaka ERP | Group-Names + Members | +| 02 | 24.10.2024 | | ERPs | E-2: Tanaka ERP | Group-Names + Members | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 03 | 31.10.2023 | Cancelled: Bene on conference | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | +| 03 | 31.10.2024 | Cancelled: Bene on conference | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | | | | | . | . | . | | | | | ::: | ::: | ::: | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 04 | 07.11.2023 | | Filter + Referencing | E-3: Filtering | Milestone 1: Paper+Dataset selected | +| 04 | 07.11.2024 | | Filter + Referencing | E-3: Filtering | Milestone 1: Paper+Dataset selected | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 05 | 14.11.2023 | | Data Cleaning | E-4: Cleaning | | +| 05 | 14.11.2024 | Cancelled: Bene on lab visit | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | +| | | | . | . | . | +| | | | ::: | ::: | ::: | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 06 | 21.11.2023 | | Blind Source Separation | E-5: ICA | Milestone 2: Procesing Pipeline | +| 06 | 21.11.2024 | | Data Cleaning | E-4: Cleaning | Milestone 2: Processing Pipeline | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 07 | 28.11.2023 | | Statistics + Multiple Linear Regression | E-6: Linear Models | | +| 07 | 28.11.2024 | | Blind Source Separation | E-5: ICA | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 08 | 05.12.2023 | | | | | +| 08 | 05.12.2024 | | Statistics + Multiple Linear Regression | E-6: Linear Models | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 09 | 12.12.2023 | | Encoding Models | E-7: Encoding models | | +| 09 | 12.12.2024 | | Encoding Models | E-7: Encoding models | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 10 | 19.12.2023 | | Multiple Comparisons | E-8: Cluster Permutation Tests | Milestone 3:First subject analyzed | +| 10 | 19.12.2024 | | Multiple Comparisons | E-8: Cluster Permutation Tests | Milestone 3:First subject analyzed | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 11 | 26.12.2023 | Holidays | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | +| 11 | 26.12.2024 | Holidays | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | | | | | . | . | . | | | | | ::: | ::: | ::: | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 12 | 02.01.2024 | Holidays | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | +| 12 | 02.01.2025 | Holidays | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | ::: {style="background: linear-gradient(to top right, #fff calc(50% - 1px), black , #fff calc(50% + 1px) )"} | | | | | . | . | . | | | | | ::: | ::: | ::: | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 13 | 09.01.2024 | | Time Frequency | E-9: Timefrequency | | +| 13 | 09.01.2025 | | Time Frequency | E-9: Timefrequency | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 14 | 16.01.2024 | | Decoding / RSA / BCI | E-10: Decoding | | +| 14 | 16.01.2025 | | Decoding / RSA / BCI | E-10: Decoding | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 15 | 23.01.2024 | | | | | +| 15 | 23.01.2025 | | | | Milestone 4 : All subjects | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 16 | 30.01.2024 | | Source Localization | E-11: Source Localization | Milestone 4 : All subjects | +| 16 | 30.01.2025 | | Source Localization | E-11: Source Localization | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 17 | 06.02.2024 | | Other Topics + Outlook | | Milestone 5: Propose further reaching analyses | +| 17 | 06.02.2025 | | Other Topics + Outlook | | Milestone 5: Propose further reaching analyses | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ -| 18 | 13.02.2024 | | | | | +| 18 | 13.02.2025 | | | | | +---------+------------+-------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------+ ::: callout-note -The [report](projects_organisation.qmd#sec-report) is due: 31.03.2024 +The [report](projects_organisation.qmd#sec-report) is due: 31.03.2025 ::: \ No newline at end of file diff --git a/semesterproject.qmd b/semesterproject.qmd index aee3f68..e404595 100644 --- a/semesterproject.qmd +++ b/semesterproject.qmd @@ -4,9 +4,10 @@ The goal of this project is to re-analyse and document a real EEG dataset using How I will grade the projects can be seen in [grading](grading.md). I value line of thinking and documented motivation much higher than actual results. I want to see that you understand what you are doing. + ## Which Datasets? -In previous iterations, we took a well understood and standardized EEG dataset, which made the task a bit unrealistic and, frankly, a bit boring. This year, we will try something new. You will choose a paper (with data) to reproduce. +In previous iterations, we took a well understood and standardized EEG dataset, which made the task a bit unrealistic and, frankly, a bit boring. Thererfore, you will choose an EEG paper (with data) to reproduce yourself. ::: callout-important This has the consequence that there will be many (individual) unforseen problems, inconsistencies and problems. This is to be expected and **very** typical for EEG analyses. See it as part of the challenge! @@ -57,7 +58,7 @@ You can find the link above ::: {.callout-note icon="false"} ## What is the scope of the project report? -The project should not be a dissertation. If you report goes beyond 40 pages (which depending on the amount of plots can easily happen), you should really think whether you need more pages to make your point. A project report with 20 pages or less is completely fine. +The project should not be a dissertation. If you report goes beyond 40 pages (which depending on the amount of plots can easily happen), you should really think whether you need more pages to make your point. A project report with 20 pages or less is completely fine, as long as you discuss what you are seeing / plotting / doing. ::: ::: {.callout-note icon="false"} @@ -80,4 +81,4 @@ You make my life easier if you name the git / zip file with your last name, e.g. ## Deadline -Please hand in the documents until 31.03.2023 \ No newline at end of file +Please hand in the documents until 31.03.2025 \ No newline at end of file