A parallel point-process filter for estimation of goal-directed movements from neural signals

Brain machine interfaces work by mapping the relevant neural activity to the intended movement known as 'decoding'. Here, we develop a recursive Bayesian decoder for goal-directed movements from neural observations, which exploits the optimal feedback control model of the sensorimotor syst...

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Bibliographic Details
Main Authors: Modir Shanechi, Maryam, Wornell, Gregory W., Williams, Ziv, Brown, Emery N.
Other Authors: Harvard University--MIT Division of Health Sciences and Technology
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers 2012
Online Access:http://hdl.handle.net/1721.1/70535
https://orcid.org/0000-0003-2668-7819
https://orcid.org/0000-0001-9166-4758