An emerging view of neural geometry in motor cortex supports high-performance decoding

An emerging view of neural geometry in motor cortex supports high-performance decoding

Decoders for brain-computer interfaces (BCIs) assume constraints on neural activity, chosen to reflect scientific beliefs while yielding tractable computations. Recent scientific advances suggest that the true constraints on neural activity, especially its geometry, may be quite different from those...

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Bibliographic Details
Main Authors: Sean M Perkins, Elom A Amematsro, John Cunningham, Qi Wang, Mark M Churchland
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2025-02-01
Series:eLife
Subjects:
brain-computer interface
motor control
decoding
population activity
state estimation
Online Access:https://elifesciences.org/articles/89421
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