• DocumentCode
    573215
  • Title

    Time-varying bispectral analysis of auditory evoked multi-channel scalp EEG

  • Author

    Chandran, Vinod

  • Author_Institution
    Sch. of Electr. Eng. & Comput. Sci., Queensland Univ. of Technol., Brisbane, QLD, Australia
  • fYear
    2012
  • fDate
    2-5 July 2012
  • Firstpage
    205
  • Lastpage
    212
  • Abstract
    Time-varying bispectra, computed using a classical sliding window short-time Fourier approach, are analyzed for scalp EEG potentials evoked by an auditory stimulus and new observations are presented. A single, short duration tone is presented from the left or the right, direction unknown to the test subject. The subject responds by moving the eyes to the direction of the sound. EEG epochs sampled at 200 Hz for repeated trials are processed between -70 ms and +1200 ms with reference to the stimulus. It is observed that for an ensemble of correctly recognized cases, the best matching time-varying bispectra at (8 Hz, 8Hz) are for PZ-FZ channels and this is also largely the case for grand averages but not for power spectra at 8 Hz. Out of 11 subjects, the only exception for time-varying bispectral match was a subject with family history of Alzheimer´s disease and the difference was in bicoherence, not biphase.
  • Keywords
    auditory evoked potentials; electroencephalography; medical signal processing; Alzheimer´s disease; auditory evoked multi-channel scalp EEG potentials; auditory stimulus; classical sliding window short-time Fourier approach; short duration tone; time-varying bispectral analysis; Diseases; Electrodes; Electroencephalography; Equations; Noise; Scalp; Spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on
  • Conference_Location
    Montreal, QC
  • Print_ISBN
    978-1-4673-0381-1
  • Electronic_ISBN
    978-1-4673-0380-4
  • Type

    conf

  • DOI
    10.1109/ISSPA.2012.6310547
  • Filename
    6310547