Title :
Pattern recognition of EEG signals during right and left motor imagery
Author :
Inoue, Katsuhiro ; Sugioka, Kota ; Ishii, Kazumasa ; Pfurtscheller, Gert ; Kumamaru, Kousuke
Author_Institution :
Dept. of Control Eng. & Sci., Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
In this paper, statistical pattern recognition method based on AR model was introduced to discriminate the electroencephalograph (EEG) signals recorded during right and left motor imagery. And learning methods were investigated. Also, correlation between C3 and C4 signals were investigated, and thereby which AR (combine AR or multivariable AR) model must be used in each EEC recording method.
Keywords :
biomedical electrodes; electroencephalography; pattern recognition; user interfaces; EEC recording method; brain computer interface; electroencephalograph signals; learning methods; motor imagery; statistical pattern recognition method;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4
