This is the source code for the Transformer-based BCI competition 2005, targeted at Dataset V. It's for research project in NCSU GEAR 2024. This is my first time using Github to manage a full project, any suggestions and questions on the project are welcome.
- Python 3.7
- Pytorch 1.7.1
- Transformers 4.6.1
- Download the dataset from the BCI III Competition website in .mat form.
- Run CV1.py and CV2.py to get the results of cross-validation.
This project used some code of the THP model, special thanks to the following paper:
@article{zuo2020transformer,
title={Transformer Hawkes Process},
author={Zuo, Simiao and Jiang, Haoming and Li, Zichong and Zhao, Tuo and Zha, Hongyuan},
journal={arXiv preprint arXiv:2002.09291},
year={2020}
}