A Temporal Dependency Learning CNN With Attention Mechanism for MI-EEG Decoding

• Main Authors: Xinzhi Ma (Author), Weihai Chen (Author), Zhongcai Pei (Author), Jingmeng Liu (Author), Bin Huang (Author), Jianer Chen (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Deep learning methods have been widely explored in motor imagery (MI)-based brain computer interface (BCI) systems to decode electroencephalography (EEG) signals. However, most studies fail to fully explore temporal dependencies among MI-related patterns generated in different stages during MI tasks...