Recursive bayesian decoding of motor cortical signals by particle filtering

The population vector (PV) algorithm and optimal linear estimation (OLE) have been used to reconstruct movement by combining signals from multiple neurons in the motor cortex. While these linear methods are effective, recursive Bayesian decoding schemes, which are nonlinear, can be more powerful whe...

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Bibliographic Details

Published in:	Journal of neurophysiology Vol. 91; no. 4; p. 1899
Main Authors:	Brockwell, A E, Rojas, A L, Kass, R E
Format:	Journal Article
Language:	English
Published:	United States 01.04.2004
Subjects:	Algorithms Animals Bayes Theorem Computer Simulation Hand - physiology Haplorhini Models, Neurological Motor Cortex - cytology Motor Cortex - physiology Movement Neurons - physiology Signal Detection, Psychological - physiology Time Factors
ISSN:	0022-3077
Online Access:	Get more information
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