• DocumentCode
    2469122
  • Title

    Multi-command SSVEP-based BCI system via single flickering frequency half-field stimulation pattern

  • Author

    Punsawad, Yunyong ; Wongsawat, Yodchanan

  • Author_Institution
    Department of Biomedical Engineering, Mahidol University, 25/25 Putttamonthon 4, Salaya, Nakornpathom 73170 Thailand
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    1101
  • Lastpage
    1104
  • Abstract
    This paper proposes a half-field steady state visual evoked potential (SSVEP)-based brain-computer interface (BCI) system to enhance the number of limited commands obtained from the existing SSVEP-based BCI methods. With the theory of vision perception and the concept of the existing half-field SSVEP-based BCI system, we propose the new stimulation pattern that, by using only one frequency, four commands can be generated with the average classification accuracy of approximately 77%. By using only one frequency, eye fatigue can be reduced. Furthermore, this method can be efficiently used to further increase the number of commands for the existing SSVEP-based BCI system.
  • Keywords
    Accuracy; Brain computer interfaces; Electrodes; Focusing; IEEE Engineering in Medicine and Biology Society; Light emitting diodes; Visualization; Electroencephalography; Evoked Potentials, Visual; Humans; Pattern Recognition, Automated; Photic Stimulation; Support Vector Machines; User-Computer Interface; Visual Cortex;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6090257
  • Filename
    6090257