• DocumentCode
    2776871
  • Title

    Relationship between saccade to EEG signals in time-frequency domain

  • Author

    Tanei, Nanaho ; Funase, Arao ; Nakatani, Hironori ; Yagi, Tohru ; Cichocki, Andrzej ; Takumi, Ichi

  • Author_Institution
    Nagoya Inst. of Technol., WI
  • fYear
    2007
  • fDate
    2-5 May 2007
  • Firstpage
    362
  • Lastpage
    365
  • Abstract
    We have been studying relationship between saccadic eye movements and EEG signals. In precious studies, we confirmed sharply changed EEG signals were recorded just before saccade. The EEG signals in right occipital lobe have low potential in the case of saccade to the right side and the EEG signals in left occipital lobe have low potential in the case of saccade to the left side. However, in the previous study, these EEG signals were analyzed in the time-domain. In this research, we analyze saccade-related EEG signals in the time-frequency domain by wavelet transform. As results, we found two patterns of spectrogram in the case of saccade. In the case of eye movements to the left target, a Pattern-1 appeared in the left hemisphere and the other Pattern-2 appeared in the right hemisphere. By contrast, the Pattern-1 appeared in the right hemisphere and the Pattern-2 appeared in the left hemisphere in the case of eye movements to the right target.
  • Keywords
    electroencephalography; eye; time-frequency analysis; wavelet transforms; EEG signals; saccadic eye movements; time-frequency domain; wavelet transform; Brain computer interfaces; Computer interfaces; Electroencephalography; Fourier transforms; Mice; Signal analysis; Time frequency analysis; Wavelet analysis; Wavelet transforms; Yagi-Uda antennas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Engineering, 2007. CNE '07. 3rd International IEEE/EMBS Conference on
  • Conference_Location
    Kohala Coast, HI
  • Print_ISBN
    1-4244-0792-3
  • Electronic_ISBN
    1-4244-0792-3
  • Type

    conf

  • DOI
    10.1109/CNE.2007.369685
  • Filename
    4227290