MI-EEG: Generalized model based on mutual information for EEG emotion recognition without adversarial training

Yingdong Wang, Qingfeng Wu, Shuocheng Wang, Xiqiao Fang, Qungsheng Ruan

Abstract: Highlights•Mutual information up bound minimization makes Fre and Fir separated.•Mutual information lower bound maximization makes Fre and Fg more relevant.•The Multi-head attention neural network makes the model more robust.