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

Mujahed Al Dhaifallah David T Westwick

Annu Int Conf IEEE Eng Med Biol Soc

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

Published: April 2010

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.

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http://dx.doi.org/10.1109/IEMBS.2009.5333808DOI Listing

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