• DocumentCode
    2284698
  • Title

    Estimation of partial directed coherence and direction of information flow with auditory evoked potentials

  • Author

    Cek, M.E. ; Savaci, F.A. ; Ozgiren, M.

  • Author_Institution
    Elektrik ve Elektron. Muhendisligi Bolumu, Izmir Yuksek Teknoloji Enstitusu, Izmir, Turkey
  • fYear
    2009
  • fDate
    20-22 May 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, existence of information flow between different locations of the brain have been analyzed by multivariate auto-regressive modelling where the auditory evoked potentials were measured from several electrodes. The estimation of the information flow was performed by evaluating the partial directed coherence (PDC) and the directed transfer function (DTF) which are function of frequency within the values 0 and 1. When the post-stimulus time interval was analyzed it was observed that both of the methods illustrates the frequency localization where the information flow occurs and the estimation could be performed by given methods. The frequency resolution of the methods depends on the sampling rate and model order. It was determined that the given methods are matched with each other.
  • Keywords
    auditory evoked potentials; autoregressive processes; biomedical electrodes; biomedical measurement; brain; ear; auditory evoked potentials; biomedical electrodes; brain; directed transfer function; frequency resolution; information flow direction; multivariate autoregressive modelling; partial directed coherence estimation; sampling rate; Brain modeling; Coherence; Electrodes; Fluid flow measurement; Frequency estimation; Information analysis; Performance analysis; Performance evaluation; Sampling methods; Transfer functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering Meeting, 2009. BIYOMUT 2009. 14th National
  • Conference_Location
    Balcova, Izmir
  • Print_ISBN
    978-1-4244-3605-7
  • Electronic_ISBN
    978-1-4244-3606-4
  • Type

    conf

  • DOI
    10.1109/BIYOMUT.2009.5130260
  • Filename
    5130260