An expectation-maximization algorithm based Kalman smoother approach for single-trial estimation of event-related potentials

An expectation-maximization algorithm based Kalman smoother approach for single-trial estimation of event-related potentials

This paper applies an expectation-maximization (EM) based Kalman smoother (KS) approach for single-trial event-related potential (ERP) estimation. Existing studies assume a Markov diffusion process for the dynamics of ERP parameters which is recursively estimated by optimal filtering approaches such...

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Bibliographic Details
Main Authors: Ting, Chee Ming, Samdin, Siti Balqis, Shaikh Salleh, Sheikh Hussain, Omar, Mohd. Hafizi, Ismail, Kamarulafizam
Format: Article
Published: 2012
Subjects:
QH Natural history
Online Access:http://eprints.utm.my/id/eprint/46588/
http://dx.doi.org/10.1109/EMBC.2012.6347491
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Institution: Universiti Teknologi Malaysia

Internet

http://eprints.utm.my/id/eprint/46588/
http://dx.doi.org/10.1109/EMBC.2012.6347491

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