Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.

Controversy exists regarding whether bimanual skill learning can generalize to unimanual performance. For example, some investigators showed that dynamic adaptation could only partially generalize between bilateral and unilateral movement conditions, while others demonstrated complete generalization...

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Main Authors: Jinsung Wang, Yuming Lei, Khongchee Xiong, Katie Marek
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3591418?pdf=render
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spelling doaj-0d91e34824e842d8a6e4dc5d009af2b92020-11-25T01:52:49ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0183e5849510.1371/journal.pone.0058495Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.Jinsung WangYuming LeiKhongchee XiongKatie MarekControversy exists regarding whether bimanual skill learning can generalize to unimanual performance. For example, some investigators showed that dynamic adaptation could only partially generalize between bilateral and unilateral movement conditions, while others demonstrated complete generalization of visuomotor adaptation. Here, we identified three potential factors that might have contributed to the discrepancy between the two sets of findings. In our first experiment, subjects performed reaching movements toward eight targets bilaterally with a novel force field applied to both arms, then unilaterally with the force field applied to one arm. Results showed that the dynamic adaptation generalized completely from bilateral to unilateral movements. In our second experiment, the same force field was only applied to one arm during both bilateral and unilateral movements. Results indicated complete transfer again. Finally, our subjects performed reaching movements toward a single target with the force field or a novel visuomotor rotation applied only to one arm during both bilateral and unilateral movements. The reduced breadth of experience obtained during bilateral movements resulted in incomplete transfer, which explains previous findings of limited generalization. These findings collectively suggest a substantial overlap between the neural processes underlying bilateral and unilateral movements, supporting the idea that bilateral training, often employed in stroke rehabilitation, is a valid method for improving unilateral performance. However, our findings also suggest that while the neural representations developed during bilateral training can generalize to facilitate unilateral performance, the extent of generalization may depend on the breadth of experience obtained during bilateral training.http://europepmc.org/articles/PMC3591418?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Jinsung Wang
Yuming Lei
Khongchee Xiong
Katie Marek
spellingShingle Jinsung Wang
Yuming Lei
Khongchee Xiong
Katie Marek
Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.
PLoS ONE
author_facet Jinsung Wang
Yuming Lei
Khongchee Xiong
Katie Marek
author_sort Jinsung Wang
title Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.
title_short Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.
title_full Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.
title_fullStr Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.
title_full_unstemmed Substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.
title_sort substantial generalization of sensorimotor learning from bilateral to unilateral movement conditions.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description Controversy exists regarding whether bimanual skill learning can generalize to unimanual performance. For example, some investigators showed that dynamic adaptation could only partially generalize between bilateral and unilateral movement conditions, while others demonstrated complete generalization of visuomotor adaptation. Here, we identified three potential factors that might have contributed to the discrepancy between the two sets of findings. In our first experiment, subjects performed reaching movements toward eight targets bilaterally with a novel force field applied to both arms, then unilaterally with the force field applied to one arm. Results showed that the dynamic adaptation generalized completely from bilateral to unilateral movements. In our second experiment, the same force field was only applied to one arm during both bilateral and unilateral movements. Results indicated complete transfer again. Finally, our subjects performed reaching movements toward a single target with the force field or a novel visuomotor rotation applied only to one arm during both bilateral and unilateral movements. The reduced breadth of experience obtained during bilateral movements resulted in incomplete transfer, which explains previous findings of limited generalization. These findings collectively suggest a substantial overlap between the neural processes underlying bilateral and unilateral movements, supporting the idea that bilateral training, often employed in stroke rehabilitation, is a valid method for improving unilateral performance. However, our findings also suggest that while the neural representations developed during bilateral training can generalize to facilitate unilateral performance, the extent of generalization may depend on the breadth of experience obtained during bilateral training.
url http://europepmc.org/articles/PMC3591418?pdf=render
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