This is the official PyTorch implementation of our paper, coined EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer. If you have any problems, please email me ([email protected] or [email protected]).
pip install torch
If you find our codebase useful, please cite our paper:
@article{pu2022eegdnet,
title={EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer},
author={Pu, Xiaorong and Yi, Peng and Chen, Kecheng and Ma, Zhaoqi and Zhao, Di and Ren, Yazhou},
journal={Computers in Biology and Medicine},
volume={151},
pages={106248},
year={2022},
publisher={Elsevier}
}