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Neural Decoding of Hand Motion Using a Linear State-Space Model With Hidden States

The Kalman filter has been proposed as a model to decode neural activity measured from the motor cortex in order to obtain real-time estimates of hand motion in behavioral neurophysiological experiments. However, currently used linear state-space models underlying the Kalman filter do not take into...

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Detalhes bibliográficos
Publicado no:IEEE Trans Neural Syst Rehabil Eng
Main Authors: Wu, Wei, Kulkarni, Jayant E., Hatsopoulos, Nicholas G., Paninski, Liam
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4484239/
https://ncbi.nlm.nih.gov/pubmed/19497822
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNSRE.2009.2023307
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