Domain-Generalized EEG Classification With Category-Oriented Feature Decorrelation and Cross-View Consistency Learning

• Autores principales: Shuang Liang (Autor), Changsheng Xuan (Autor), Wenlong Hang (Autor), Baiying Lei (Autor), Jun Wang (Autor), Jing Qin (Autor), Kup-Sze Choi (Autor), Yu Zhang (Autor)
• Formato: Libro
• Publicado: IEEE, 2023-01-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

Generalizing the electroencephalogram (EEG) decoding methods to unseen subjects is an important research direction for realizing practical application of brain-computer interfaces (BCIs). Since distribution shifts across subjects, the performance of most current deep neural networks for decoding EEG...