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Normalization governs attentional modulation within human visual cortex

Although attention is known to increase the gain of visuocortical responses, its underlying neural computations remain unclear. Here, we use fMRI to test the hypothesis that a neural population’s ability to be modulated by attention is dependent on divisive normalization. To do so, we leverage the f...

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Detalles Bibliográficos
Autores principales: Bloem, Ilona M., Ling, Sam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6906520/
https://www.ncbi.nlm.nih.gov/pubmed/31827078
http://dx.doi.org/10.1038/s41467-019-13597-1
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author Bloem, Ilona M.
Ling, Sam
author_facet Bloem, Ilona M.
Ling, Sam
author_sort Bloem, Ilona M.
collection PubMed
description Although attention is known to increase the gain of visuocortical responses, its underlying neural computations remain unclear. Here, we use fMRI to test the hypothesis that a neural population’s ability to be modulated by attention is dependent on divisive normalization. To do so, we leverage the feature-tuned properties of normalization and find that visuocortical responses to stimuli sharing features normalize each other more strongly. Comparing these normalization measures to measures of attentional modulation, we demonstrate that subpopulations which exhibit stronger normalization also exhibit larger attentional benefits. In a converging experiment, we reveal that attentional benefits are greatest when a subpopulation is forced into a state of stronger normalization. Taken together, these results suggest that the degree to which a subpopulation exhibits normalization plays a role in dictating its potential for attentional benefits.
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spelling pubmed-69065202019-12-13 Normalization governs attentional modulation within human visual cortex Bloem, Ilona M. Ling, Sam Nat Commun Article Although attention is known to increase the gain of visuocortical responses, its underlying neural computations remain unclear. Here, we use fMRI to test the hypothesis that a neural population’s ability to be modulated by attention is dependent on divisive normalization. To do so, we leverage the feature-tuned properties of normalization and find that visuocortical responses to stimuli sharing features normalize each other more strongly. Comparing these normalization measures to measures of attentional modulation, we demonstrate that subpopulations which exhibit stronger normalization also exhibit larger attentional benefits. In a converging experiment, we reveal that attentional benefits are greatest when a subpopulation is forced into a state of stronger normalization. Taken together, these results suggest that the degree to which a subpopulation exhibits normalization plays a role in dictating its potential for attentional benefits. Nature Publishing Group UK 2019-12-11 /pmc/articles/PMC6906520/ /pubmed/31827078 http://dx.doi.org/10.1038/s41467-019-13597-1 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Bloem, Ilona M.
Ling, Sam
Normalization governs attentional modulation within human visual cortex
title Normalization governs attentional modulation within human visual cortex
title_full Normalization governs attentional modulation within human visual cortex
title_fullStr Normalization governs attentional modulation within human visual cortex
title_full_unstemmed Normalization governs attentional modulation within human visual cortex
title_short Normalization governs attentional modulation within human visual cortex
title_sort normalization governs attentional modulation within human visual cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6906520/
https://www.ncbi.nlm.nih.gov/pubmed/31827078
http://dx.doi.org/10.1038/s41467-019-13597-1
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