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Neuroprosthetic Decoder Training as Imitation Learning

Neuroprosthetic brain-computer interfaces function via an algorithm which decodes neural activity of the user into movements of an end effector, such as a cursor or robotic arm. In practice, the decoder is often learned by updating its parameters while the user performs a task. When the user’s inten...

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Bibliografske podrobnosti
izdano v:PLoS Comput Biol
Main Authors: Merel, Josh, Carlson, David, Paninski, Liam, Cunningham, John P.
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4871564/
https://ncbi.nlm.nih.gov/pubmed/27191387
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1004948
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