Artifact removal from single-trial ERPs using non-Gaussian stochastic volatility models and particle filter

This paper considers improved modeling of artifactual noise for denoising of single-trial event-related potentials (ERPs) by state-space approach. Instead of the inadequate constant variance models used in existing studies, we propose to use stochastic volatility (SV) models to better describe the t...

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Main Authors: Ting, Chee Ming, Shaikh Salleh, Sheikh Hussain, Zainuddin, Zaitul Marlizawati, Bahar, Arifah
格式: Article
出版: Institute of Electrical and Electronics Engineers Inc. 2014
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在线阅读:http://eprints.utm.my/id/eprint/51923/
http://dx.doi.org/10.1109/LSP.2014.2321000
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