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Preprocrssing of event-related potential signals via Kalman filtering and smoothing

Abstract:

In this paper an approach for solving the problem of event-related potential (ERP) identification, based on Kalman filtering and Kalman smoothing is presented. We assume that previous trials contain prior information relevant to the next trial and there are little dynamical changes from trial to trial. The results are presented for both simulated and real data. Simulated data were obtained by adding Gaussian functions with time-varying amplitudes and latencies, and real data were acquired dur...

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Publisher copy:
10.1109/ICDSP.2007.4288548

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Institution:
University of Oxford
Department:
Oxford, MSD, Psychiatry
Wilding, EL More by this author
Pages:
179-182
Publication date:
2007
DOI:
URN:
uuid:c335c0df-200d-4254-b468-3e18d50f6699
Source identifiers:
291654
Local pid:
pubs:291654
ISBN-10:
1424408822
ISBN-13:
9781424408825

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