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Condition-Dependent Neural Dimensions Progressively Shift during Reach to Grasp.


ABSTRACT: Neural population space analysis was performed to assess the dimensionality and dynamics of the neural population in the primary motor cortex (M1) during a reach-grasp-manipulation task in which both the reach location and the object being grasped were varied. We partitioned neural activity into three components: (1) general task-related activity independent of location and object, (2) location- and/or object-related activity, and (3) noise. Neural modulation related to location and/or object was only one-third the size of either general task modulation or noise. The neural dimensions of location and/or object-related activity overlapped with both the general task and noise dimensions. Rather than large amplitude modulation in a fixed set of dimensions, the active dimensions of location and/or object modulation shifted progressively over the time course of a trial.

SUBMITTER: Rouse AG 

PROVIDER: S-EPMC6361546 | biostudies-literature | 2018 Dec

REPOSITORIES: biostudies-literature

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Condition-Dependent Neural Dimensions Progressively Shift during Reach to Grasp.

Rouse Adam G AG   Schieber Marc H MH  

Cell reports 20181201 11


Neural population space analysis was performed to assess the dimensionality and dynamics of the neural population in the primary motor cortex (M1) during a reach-grasp-manipulation task in which both the reach location and the object being grasped were varied. We partitioned neural activity into three components: (1) general task-related activity independent of location and object, (2) location- and/or object-related activity, and (3) noise. Neural modulation related to location and/or object wa  ...[more]

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