Joint Filter-Band-Combination and Multi-View CNN for Electroencephalogram Decoding

• Main Authors: Zhuyao Fan (Author), Xugang Xi (Author), Yunyuan Gao (Author), Ting Wang (Author), Feng Fang (Author), Michael Houston (Author), Yingchun Zhang (Author), Lihua Li (Author), Zhong Lu (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Motor imagery (MI) electroencephalogram (EEG) signals have an important role in brain-computer interface (BCI) research. However, effectively decoding these signals remains a problem to be solved. Traditional EEG signal decoding algorithms rely on parameter design to extract features, whereas deep l...