• DocumentCode
    416690
  • 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
  • Volume
    3
  • fYear
    2003
  • fDate
    4-6 Aug. 2003
  • Firstpage
    2432
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2003 Annual Conference
  • Conference_Location
    Fukui, Japan
  • Print_ISBN
    0-7803-8352-4
  • Type

    conf

  • Filename
    1323627
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=416690