Relevance-based channel selection in motor imagery brain-computer interface

• Main Authors: Nagarajan, Aarthy, Robinson, Neethu, Guan, Cuntai
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Channel Selection; Deep Learning
• Online Access: https://hdl.handle.net/10356/166280
• Institution: Nanyang Technological University

Objective.Channel selection in the electroencephalogram (EEG)-based brain-computer interface (BCI) has been extensively studied for over two decades, with the goal being to select optimal subject-specific channels that can enhance the overall decoding efficacy of the BCI. With the emergence of deep...