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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| Main Authors: | , , , , |
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| Format: | Article |
| Published: |
2012
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/46588/ http://dx.doi.org/10.1109/EMBC.2012.6347491 |
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