• DocumentCode
    319835
  • Title

    An uncoupled oscillator model for evoked potential dynamical modelling

  • Author

    Reilly, Richard B. ; Ward, Tomas E. ; DePaor, Annraoi M.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Univ. Coll. Dublin, Ireland
  • Volume
    4
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    1760
  • Abstract
    A mathematical model for evoked potentials is outlined. The model has been developed by considering phase synchronisation of the underlying neurological processes. The model, consisting of an ensemble of uncoupled linear oscillators with a gaussian distribution of frequencies is shown to reproduce the typical response of P100 visual evoked response. The model structure is parallel in form and is considered to be physiologically realistic. It is also shown that the calculated behaviour of the ensemble can be generated by a 2nd order linear differential equation with time varying coefficients, thus highlighting the fact that entirely different physical structures can generate identical responses
  • Keywords
    Gaussian distribution; linear differential equations; oscillators; physiological models; visual evoked potentials; 2nd order linear differential equation; EEG data analysis; P100 visual evoked response; evoked potential dynamical modelling; gaussian distribution; mathematical model; model structure; phase synchronisation; physical structures; time varying coefficients; uncoupled oscillator model; Brain modeling; Differential equations; Electroencephalography; Frequency synchronization; Mathematical model; Oscillators; Phase measurement; Phase noise; Probability density function; Random variables;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
  • Conference_Location
    Amsterdam
  • Print_ISBN
    0-7803-3811-1
  • Type

    conf

  • DOI
    10.1109/IEMBS.1996.647649
  • Filename
    647649