EEG Emotion Recognition Using AttGraph: A Multi-Dimensional Attention-Based Dynamic Graph Convolutional Network
Through comparisons and analyses with existing methods, the proposed AttGraph method demonstrated outstanding performances in emotion recognition tasks, with stronger generalization ability and adaptability.
Authors
- Chengxi Chu (ORCID: https://orcid.org/0000-0003-2940-0043)
- Xin Zhang (ORCID: https://orcid.org/0000-0003-3846-5498)
- Shuai Zhang (ORCID: https://orcid.org/0000-0003-1000-1667)
- Xiu Zhang
Institutions
- Tianjin Normal University (CN)
- University of Malaya (MY)
Publication Details
- Journal
- Brain Sciences
- Published
- 2025-06-07
- DOI
- https://doi.org/10.3390/brainsci15060615
- Citations
- 5
- Primary Topic
- Emotion and Mood Recognition
- Type
- article
- Field-Weighted Citation Impact
- 10.59