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

• मुख्य लेखकों: Shuang Liang (लेखक), Changsheng Xuan (लेखक), Wenlong Hang (लेखक), Baiying Lei (लेखक), Jun Wang (लेखक), Jing Qin (लेखक), Kup-Sze Choi (लेखक), Yu Zhang (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: IEEE, 2023-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...