A Neural Population Mechanism for Rapid Learning

Matthew G. Perich; Juan A. Gallego; Lee E. Miller

doi:10.1016/j.neuron.2018.09.030

A Neural Population Mechanism for Rapid Learning

Matthew G. Perich
, Juan A. Gallego
, Lee E. Miller

Research output: Contribution to journal › Article › peer-review

121 Scopus citations

Abstract

Behavioral adaptation occurs rapidly, even after single errors. Perich et al. propose that the premotor cortex can exploit an “output-null” subspace to learn to adjust its output to downstream regions in response to behavioral errors.

Original language	English
Pages (from-to)	964-976.e7
Journal	Neuron
Volume	100
Issue number	4
DOIs	https://doi.org/10.1016/j.neuron.2018.09.030
State	Published - 21 Nov 2018
Externally published	Yes

Keywords

functional connectivity
monkeys
motor cortex
motor learning
neural manifold
nonhuman primates
premotor cortex
single neurons

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10.1016/j.neuron.2018.09.030

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title = "A Neural Population Mechanism for Rapid Learning",

abstract = "Behavioral adaptation occurs rapidly, even after single errors. Perich et al. propose that the premotor cortex can exploit an “output-null” subspace to learn to adjust its output to downstream regions in response to behavioral errors.",

keywords = "functional connectivity, monkeys, motor cortex, motor learning, neural manifold, nonhuman primates, premotor cortex, single neurons",

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AB - Behavioral adaptation occurs rapidly, even after single errors. Perich et al. propose that the premotor cortex can exploit an “output-null” subspace to learn to adjust its output to downstream regions in response to behavioral errors.

KW - functional connectivity

KW - monkeys

KW - motor cortex

KW - motor learning

KW - neural manifold

KW - nonhuman primates

KW - premotor cortex

KW - single neurons

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DO - 10.1016/j.neuron.2018.09.030

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VL - 100

SP - 964-976.e7

JO - Neuron

JF - Neuron

IS - 4

ER -

A Neural Population Mechanism for Rapid Learning

Abstract

Keywords

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