Global Adaptive Transformer for Cross-Subject Enhanced EEG Classification

• Main Authors: Yonghao Song (Author), Qingqing Zheng (Author), Qiong Wang (Author), Xiaorong Gao (Author), Pheng-Ann Heng (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Due to the individual difference, EEG signals from other subjects (source) can hardly be used to decode the mental intentions of the target subject. Although transfer learning methods have shown promising results, they still suffer from poor feature representation or neglect long-range dependencies....