Single-trial dynamics of motor cortex and their applications to brain-machine interfaces
Abstract
Increasing evidence suggests that neural population responses have their own internal drive, or dynamics, that describe how the neural population evolves through time. An important prediction of neural dynamical models is that previously observed neural activity is informative of noisy yet-to-be-observed activity on single-trials, and may thus have a denoising effect. To investigate this prediction, we built and characterized dynamical models of...
Paper Details
Title
Single-trial dynamics of motor cortex and their applications to brain-machine interfaces
Published Date
Jul 29, 2015
Journal
Volume
6
Issue
1
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