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
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