Literature DB >> 34678147

Compartmentalized dynamics within a common multi-area mesoscale manifold represent a repertoire of human hand movements.

Nikhilesh Natraj1, Daniel B Silversmith2, Edward F Chang3, Karunesh Ganguly4.   

Abstract

The human hand is unique in the animal kingdom for unparalleled dexterity, ranging from complex prehension to fine finger individuation. How does the brain represent such a diverse repertoire of movements? We evaluated mesoscale neural dynamics across the human "grasp network," using electrocorticography and dimensionality reduction methods, for a repertoire of hand movements. Strikingly, we found that the grasp network represented both finger and grasping movements alike. Specifically, the manifold characterizing the multi-areal neural covariance structure was preserved during all movements across this distributed network. In contrast, latent neural dynamics within this manifold were surprisingly specific to movement type. Aligning latent activity to kinematics further uncovered distinct submanifolds despite similarities in synergistic coupling of joints between movements. We thus find that despite preserved neural covariance at the distributed network level, mesoscale dynamics are compartmentalized into movement-specific submanifolds; this mesoscale organization may allow flexible switching between a repertoire of hand movements. Published by Elsevier Inc.

Entities:  

Keywords:  ECoG; dimensionality reduction; finger; grasp; hand; human; manifold; motor control; spatiotemporal; synergy

Mesh:

Year:  2021        PMID: 34678147     DOI: 10.1016/j.neuron.2021.10.002

Source DB:  PubMed          Journal:  Neuron        ISSN: 0896-6273            Impact factor:   17.173


  2 in total

Review 1.  Modulation of neural co-firing to enhance network transmission and improve motor function after stroke.

Authors:  Karunesh Ganguly; Preeya Khanna; Robert J Morecraft; David J Lin
Journal:  Neuron       Date:  2022-08-03       Impact factor: 18.688

2.  Transition from predictable to variable motor cortex and striatal ensemble patterning during behavioral exploration.

Authors:  Sravani Kondapavulur; Stefan M Lemke; David Darevsky; Ling Guo; Preeya Khanna; Karunesh Ganguly
Journal:  Nat Commun       Date:  2022-05-04       Impact factor: 17.694

  2 in total

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