This repository is the official code for our IJCAI 2024 paper: "A Grassmannian Manifold Self-Attention Network for Signal Classification". [GDLNet]()
If you have any problems, please don't hesitate to contact me.
To install necessary dependencies by conda, run the following command:
conda env create -f GDLNet.yml
conda activate GDLNet
Please download the datasets and put them in the folder 'data'.
Link to download data
To train and test the experiments on the Mamem and Bcicha datasets, run this command:
python GDLNet_mamem.py
python GDLNet_baicha.py
@article{pan2022matt,
title={MAtt: a manifold attention network for EEG decoding},
author={Pan, Yue-Ting and Chou, Jing-Lun and Wei, Chun-Shu},
journal={Advances in Neural Information Processing Systems},
volume={35},
pages={31116--31129},
year={2022}
}