FMLAN: A novel framework for cross-subject and cross-session EEG emotion recognition

Peng Yu, Xiaopeng He, Haoyu Li, Haowen Dou, Yeyu Tan, Hao Wu, Badong Chen

Abstract: Highlights•Mutual learning is introduced to cross-subject and cross-session emotion recognition.•A unique Fine-Grained Alignment Module is designed to enhance feature alignment.•Extensive experiments show our approach outperforms state-of-the-art methods.