Estimating dynamic cortical connectivity from motor imagery EEG using KALMAN smoother & EM algorithm

Estimating dynamic cortical connectivity from motor imagery EEG using KALMAN smoother & EM algorithm

This paper considers identifying effective cortical connectivity from scalp EEG. Recent studies use time-varying multivariate autoregressive (TV-MAR) models to better describe the changing connectivity between cortical regions where the TV coefficients are estimated by Kalman filter (KF) within a st...

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Bibliographic Details
Main Authors: Samdin, Siti Balqis, Ting, Chee-Ming, Shaikh Salleh, Sheikh Hussein, Hamedi, Mahyar, Mohd. Noor, A. B.
Format: Article
Published: IEEE Xplore Digital Library 2014
Subjects:
QH Natural history
Online Access:http://eprints.utm.my/id/eprint/52733/
http://dx.doi.org/10.1109/SSP.2014.6884605
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Institution: Universiti Teknologi Malaysia

Internet

http://eprints.utm.my/id/eprint/52733/
http://dx.doi.org/10.1109/SSP.2014.6884605

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