EEG2EEG

Generate your neural signals from mine: individual-to-individual EEG converters

Requirements

• Python 3.6, or later
• pytorch
• scipy
• scikit-learn
• tqdm
• matplotlib
• pandas
• PIL
• neurora

Models

• EEG2EEG Model
• NoConnection Model
• NoCosineLoss Model
• Linear Model

Dataset

THINGSEEG2 - you can get data here.

File Structure

getdata/. folder: Get data to use from raw data.

models/. folder: Models files to run.

analysis/. folder: Analysis scripts.

Citation

If you are interested in our work, please consider citing the following:

@article{Lu&Golomb_CogSci_2023,
  title = {Generate your neural signals from mine: individual-to-individual EEG converters},
  author = {Lu, Zitong and Golomb, Julie D.},
  booktitle = {Proceedings of the 45th Annual Meeting of the Cognitive Science Society (CogSci 2023)},
  doi = {10.48550/arXiv.2304.10736},
  url = {https://doi.org/10.48550/arXiv.2304.10736},
}

This project is under the MIT license. For further questions, please contact Zitong Lu at [email protected].