The official code for the paper Mixture of Experts for EEG-Based Seizure Subtype Classification.
model.py: EEGNet as feature extractor.
MoE.py: Seizure_MoE (set 'tra_expert' as 'None') and Mix_MoE.
requirements.txt: Some required packages.
The code is based on the Mixture of Experts.
@ARTICLE{10335740,
author={Du, Zhenbang and Peng, Ruimin and Liu, Wenzhong and Li, Wei and Wu, Dongrui},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={Mixture of Experts for EEG-Based Seizure Subtype Classification},
year={2023},
volume={31},
number={},
pages={4781-4789},
doi={10.1109/TNSRE.2023.3337802}}