Modeling and estimation of single-trial event-related potentials using partially observed diffusion processes

This paper proposes a new modeling framework for estimating single-trial event-related potentials (ERPs). Existing studies based on state-space approach use discrete-time random-walk models. We propose to use continuous-time partially observed diffusion process which is more natural and appropriate...

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Bibliographic Details
Main Authors: Ting, Chee Ming, Salleh, Sh. Hussain, Zainuddin, Z. M., Bahar, Arifah
Format: Article
Published: Elsevier Inc. 2015
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Online Access:http://eprints.utm.my/id/eprint/58573/
http://dx.doi.org/10.1016/j.dsp.2014.10.001
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Institution: Universiti Teknologi Malaysia