Transfer Kernel Common Spatial Patterns for Motor Imagery Brain-Computer Interface Classification

• Published in: Computational and mathematical methods in medicine Vol. 2018; no. 2018; pp. 1 - 9
• Main Authors: Zhang, Pengju, Liu, Shucong, Zheng, Dezhi, Dai, Mengxi
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Publishing Corporation 01.01.2018; Hindawi
• Subjects: Algorithms; Brain-Computer Interfaces; Electroencephalography; Humans; Imagery (Psychotherapy); Learning

Motor-imagery-based brain-computer interfaces (BCIs) commonly use the common spatial pattern (CSP) as preprocessing step before classification. The CSP method is a supervised algorithm. Therefore a lot of time-consuming training data is needed to build the model. To address this issue, one promising...