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Motivation dynamically increases noise resistance by internal feedback during movement

Motivation improves performance, pushing us beyond our normal limits. One general explanation for this is that the effects of neural noise can be reduced, at a cost. If this were possible, reward would promote investment in resisting noise. But how could the effects of noise be attenuated, and why s...

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Autores principales: Manohar, Sanjay G., Muhammed, Kinan, Fallon, Sean J., Husain, Masud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pergamon Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6363982/
https://www.ncbi.nlm.nih.gov/pubmed/30005926
http://dx.doi.org/10.1016/j.neuropsychologia.2018.07.011
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author Manohar, Sanjay G.
Muhammed, Kinan
Fallon, Sean J.
Husain, Masud
author_facet Manohar, Sanjay G.
Muhammed, Kinan
Fallon, Sean J.
Husain, Masud
author_sort Manohar, Sanjay G.
collection PubMed
description Motivation improves performance, pushing us beyond our normal limits. One general explanation for this is that the effects of neural noise can be reduced, at a cost. If this were possible, reward would promote investment in resisting noise. But how could the effects of noise be attenuated, and why should this be costly? Negative feedback may be employed to compensate for disturbances in a neural representation. Such feedback would increase the robustness of neural representations to internal signal fluctuations, producing a stable attractor. We propose that encoding this negative feedback in neural signals would incur additional costs proportional to the strength of the feedback signal. We use eye movements to test the hypothesis that motivation by reward improves precision by increasing the strength of internal negative feedback. We find that reward simultaneously increases the amplitude, velocity and endpoint precision of saccades, indicating true improvement in oculomotor performance. Analysis of trajectories demonstrates that variation in the eye position during the course of saccades is predictive of the variation of endpoints, but this relation is reduced by reward. This indicates that motivation permits more aggressive correction of errors during the saccade, so that they no longer affect the endpoint. We suggest that such increases in internal negative feedback allow attractor stability, albeit at a cost, and therefore may explain how motivation improves cognitive as well as motor precision.
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spelling pubmed-63639822019-02-15 Motivation dynamically increases noise resistance by internal feedback during movement Manohar, Sanjay G. Muhammed, Kinan Fallon, Sean J. Husain, Masud Neuropsychologia Article Motivation improves performance, pushing us beyond our normal limits. One general explanation for this is that the effects of neural noise can be reduced, at a cost. If this were possible, reward would promote investment in resisting noise. But how could the effects of noise be attenuated, and why should this be costly? Negative feedback may be employed to compensate for disturbances in a neural representation. Such feedback would increase the robustness of neural representations to internal signal fluctuations, producing a stable attractor. We propose that encoding this negative feedback in neural signals would incur additional costs proportional to the strength of the feedback signal. We use eye movements to test the hypothesis that motivation by reward improves precision by increasing the strength of internal negative feedback. We find that reward simultaneously increases the amplitude, velocity and endpoint precision of saccades, indicating true improvement in oculomotor performance. Analysis of trajectories demonstrates that variation in the eye position during the course of saccades is predictive of the variation of endpoints, but this relation is reduced by reward. This indicates that motivation permits more aggressive correction of errors during the saccade, so that they no longer affect the endpoint. We suggest that such increases in internal negative feedback allow attractor stability, albeit at a cost, and therefore may explain how motivation improves cognitive as well as motor precision. Pergamon Press 2019-02-04 /pmc/articles/PMC6363982/ /pubmed/30005926 http://dx.doi.org/10.1016/j.neuropsychologia.2018.07.011 Text en © 2018 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Manohar, Sanjay G.
Muhammed, Kinan
Fallon, Sean J.
Husain, Masud
Motivation dynamically increases noise resistance by internal feedback during movement
title Motivation dynamically increases noise resistance by internal feedback during movement
title_full Motivation dynamically increases noise resistance by internal feedback during movement
title_fullStr Motivation dynamically increases noise resistance by internal feedback during movement
title_full_unstemmed Motivation dynamically increases noise resistance by internal feedback during movement
title_short Motivation dynamically increases noise resistance by internal feedback during movement
title_sort motivation dynamically increases noise resistance by internal feedback during movement
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6363982/
https://www.ncbi.nlm.nih.gov/pubmed/30005926
http://dx.doi.org/10.1016/j.neuropsychologia.2018.07.011
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