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Nonlinear modeling and identification of stretch reflex dynamics using support vector machines.

作者信息

Dhaifallah Mujahed Al, Westwick David T

机构信息

Department of Electrical and Computer Engineering, Schulich School of Engineering, University of Calgary, Calgary, Canada.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:4371-4. doi: 10.1109/IEMBS.2009.5333808.

DOI:10.1109/IEMBS.2009.5333808
PMID:19964358
Abstract

In this work, an algorithm that identifies Hammerstein models with support vector machine nonlinearities and output-error linear dynamics is proposed. This algorithm is used to identify a Hammerstein model of stretch reflex EMG dynamics from experimental data.

摘要

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