Incorporating EEG and fNIRS Patterns to Evaluate Cortical Excitability and MI-BCI Performance During Motor Training

• Main Authors: Zhongpeng Wang (Author), Lu Yang (Author), Yijie Zhou (Author), Long Chen (Author), Bin Gu (Author), Shuang Liu (Author), Minpeng Xu (Author), Feng He (Author), Dong Ming (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

As electroencephalography (EEG) is nonlinear and nonstationary in nature, an imperative challenge for brain-computer interfaces (BCIs) is to construct a robust classifier that can survive for a long time and monitor the brain state stably. To this end, this research aims to improve BCI performance b...