Reorganization between preparatory and movement population responses in motor cortex

Gamaleldin F. Elsayed, Antonio H. Lara, Matthew T. Kaufman, Mark M. Churchland and John P. Cunningham ()
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Gamaleldin F. Elsayed: Center for Theoretical Neuroscience, Columbia University
Antonio H. Lara: Columbia University Medical Center
Matthew T. Kaufman: Cold Spring Harbor Laboratory
Mark M. Churchland: Columbia University Medical Center
John P. Cunningham: Center for Theoretical Neuroscience, Columbia University

Nature Communications, 2016, vol. 7, issue 1, 1-15

Abstract: Abstract Neural populations can change the computation they perform on very short timescales. Although such flexibility is common, the underlying computational strategies at the population level remain unknown. To address this gap, we examined population responses in motor cortex during reach preparation and movement. We found that there exist exclusive and orthogonal population-level subspaces dedicated to preparatory and movement computations. This orthogonality yielded a reorganization in response correlations: the set of neurons with shared response properties changed completely between preparation and movement. Thus, the same neural population acts, at different times, as two separate circuits with very different properties. This finding is not predicted by existing motor cortical models, which predict overlapping preparation-related and movement-related subspaces. Despite orthogonality, responses in the preparatory subspace were lawfully related to subsequent responses in the movement subspace. These results reveal a population-level strategy for performing separate but linked computations.

Date: 2016
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Persistent link: https://EconPapers.repec.org/RePEc:nat:natcom:v:7:y:2016:i:1:d:10.1038_ncomms13239

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DOI: 10.1038/ncomms13239

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