A Novel Algorithmic Structure of EEG Channel Attention Combined With Swin Transformer for Motor Patterns Classification

• Main Authors: Han Wang (Author), Lei Cao (Author), Chenxi Huang (Author), Jie Jia (Author), Yilin Dong (Author), Chunjiang Fan (Author), Victor Hugo C. de Albuquerque (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

With the development of brain-computer interfaces (BCI) technologies, EEG-based BCI applications have been deployed for medical purposes. Motor imagery (MI), applied to promote neural rehabilitation for stroke patients, is among the most common BCI paradigms that. The Electroencephalogram (EEG) sign...