A Cross-Space CNN With Customized Characteristics for Motor Imagery EEG Classification

• Main Authors: Ying Hu (Author), Yan Liu (Author), Siqi Zhang (Author), Ting Zhang (Author), Bin Dai (Author), Bo Peng (Author), Hongbo Yang (Author), Yakang Dai (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The classification of motor imagery-electroencephalogram(MI-EEG)based brain-computer interface(BCI)can be used to decode neurological activities, which has been widely applied in the control of external devices. However, two factors still hinder the improvement of classification accuracy and robustn...