Circuit Mechanisms of Sensorimotor Learning

The relationship between the brain and the environment is flexible, forming the foundation for our ability to learn. Here we review the current state of our understanding of the modifications in the sensorimotor pathway related to sensorimotor learning. We divide the process into three hierarchical...

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Main Authors: Makino, Hiroshi, Hwang, Eun Jung, Hedrick, Nathan G., Komiyama, Takaki
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2017
Subjects:
Online Access:https://hdl.handle.net/10356/80527
http://hdl.handle.net/10220/43425
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-805272020-03-07T12:57:21Z Circuit Mechanisms of Sensorimotor Learning Makino, Hiroshi Hwang, Eun Jung Hedrick, Nathan G. Komiyama, Takaki Lee Kong Chian School of Medicine (LKCMedicine) Sensorimotor learning Neural circuits The relationship between the brain and the environment is flexible, forming the foundation for our ability to learn. Here we review the current state of our understanding of the modifications in the sensorimotor pathway related to sensorimotor learning. We divide the process into three hierarchical levels with distinct goals: (1) sensory perceptual learning, (2) sensorimotor associative learning, and (3) motor skill learning. Perceptual learning optimizes the representations of important sensory stimuli. Associative learning and the initial phase of motor skill learning are ensured by feedback-based mechanisms that permit trial-and-error learning. The later phase of motor skill learning may primarily involve feedback-independent mechanisms operating under the classic Hebbian rule. With these changes under distinct constraints and mechanisms, sensorimotor learning establishes dedicated circuitry for the reproduction of stereotyped neural activity patterns and behavior. 2017-07-25T01:43:20Z 2019-12-06T13:51:30Z 2017-07-25T01:43:20Z 2019-12-06T13:51:30Z 2016 Journal Article Makino, H., Hwang, E. J., Hedrick, N. G., & Komiyama, T. (2016). Circuit Mechanisms of Sensorimotor Learning. Neuron, 92(4), 705-721. 0896-6273 https://hdl.handle.net/10356/80527 http://hdl.handle.net/10220/43425 10.1016/j.neuron.2016.10.029 en Neuron © 2016 Elsevier Inc.
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Sensorimotor learning
Neural circuits
spellingShingle Sensorimotor learning
Neural circuits
Makino, Hiroshi
Hwang, Eun Jung
Hedrick, Nathan G.
Komiyama, Takaki
Circuit Mechanisms of Sensorimotor Learning
description The relationship between the brain and the environment is flexible, forming the foundation for our ability to learn. Here we review the current state of our understanding of the modifications in the sensorimotor pathway related to sensorimotor learning. We divide the process into three hierarchical levels with distinct goals: (1) sensory perceptual learning, (2) sensorimotor associative learning, and (3) motor skill learning. Perceptual learning optimizes the representations of important sensory stimuli. Associative learning and the initial phase of motor skill learning are ensured by feedback-based mechanisms that permit trial-and-error learning. The later phase of motor skill learning may primarily involve feedback-independent mechanisms operating under the classic Hebbian rule. With these changes under distinct constraints and mechanisms, sensorimotor learning establishes dedicated circuitry for the reproduction of stereotyped neural activity patterns and behavior.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Makino, Hiroshi
Hwang, Eun Jung
Hedrick, Nathan G.
Komiyama, Takaki
format Article
author Makino, Hiroshi
Hwang, Eun Jung
Hedrick, Nathan G.
Komiyama, Takaki
author_sort Makino, Hiroshi
title Circuit Mechanisms of Sensorimotor Learning
title_short Circuit Mechanisms of Sensorimotor Learning
title_full Circuit Mechanisms of Sensorimotor Learning
title_fullStr Circuit Mechanisms of Sensorimotor Learning
title_full_unstemmed Circuit Mechanisms of Sensorimotor Learning
title_sort circuit mechanisms of sensorimotor learning
publishDate 2017
url https://hdl.handle.net/10356/80527
http://hdl.handle.net/10220/43425
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