Nonparametric Single-Trial EEG Feature Extraction and Classification of Driver's Cognitive Responses

1Department of Electrical and Control Engineering and Brain Research Center, National Chiao-Tung University, 1001 Ta Hsueh Road, Hsinchu 300, Taiwan 2Computer Center of Chung Hua University, Hsinchu 707, Section 2, WuFu Road, HsinChu 300, Taiwan 3Department of Computer Science and Information Engineering, National Cheng-Kung University, No. 1, University Road, Tainan 701, Taiwan 4Graduate Institute of Educational Measurement and Statistics, National Taichung University, 140 Min-Shen Road, Taichung 40306, Taiwan 5 Institute of Biomedical Informatics, National Yang-Ming University, No. 155, Section 2, Linong Street, Taipei 112, Taiwan