Large-Scale Cortical Network Analysis and Classification of MI-BCI Tasks Based on Bayesian Nonnegative Matrix Factorization

• Main Authors: Shiqi Yu (Author), Bin Mao (Author), Yuanhang Zhou (Author), Yunhong Liu (Author), Chanlin Yi (Author), Fali Li (Author), Dezhong Yao (Author), Peng Xu (Author), X. San Liang (Author), Tao Zhang (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Motor imagery (MI) is a high-level cognitive process that has been widely applied to clinical rehabilitation and brain-computer interfaces (BCIs). However, the decoding of MI tasks still faces challenges, and the neural mechanisms underlying its application are unclear, which seriously hinders the d...