Comprehensive common spatial patterns with temporal structure information of EEG data : minimizing nontask related EEG component

• Main Authors: Wang, Haixian, Xu, Dong
• 其他作者: School of Computer Engineering
• 格式: Article
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/95913; http://hdl.handle.net/10220/11253
• 機構: Nanyang Technological University

In the context of electroencephalogram (EEG)-based brain-computer interfaces (BCI), common spatial patterns (CSP) is widely used for spatially filtering multichannel EEG signals. CSP is a supervised learning technique depending on only labeled trials. Its generalization performance deteriorates due...