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Attentional fluctuations induce shared variability in macaque primary visual cortex

Variability in neuronal responses to identical stimuli is frequently correlated across a population. Attention is thought to reduce these correlations by suppressing noisy inputs shared by the population. However, even with precise control of the visual stimulus, the subject’s attentional state vari...

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Autores principales: Denfield, George H., Ecker, Alexander S., Shinn, Tori J., Bethge, Matthias, Tolias, Andreas S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037755/
https://www.ncbi.nlm.nih.gov/pubmed/29985411
http://dx.doi.org/10.1038/s41467-018-05123-6
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author Denfield, George H.
Ecker, Alexander S.
Shinn, Tori J.
Bethge, Matthias
Tolias, Andreas S.
author_facet Denfield, George H.
Ecker, Alexander S.
Shinn, Tori J.
Bethge, Matthias
Tolias, Andreas S.
author_sort Denfield, George H.
collection PubMed
description Variability in neuronal responses to identical stimuli is frequently correlated across a population. Attention is thought to reduce these correlations by suppressing noisy inputs shared by the population. However, even with precise control of the visual stimulus, the subject’s attentional state varies across trials. While these state fluctuations are bound to induce some degree of correlated variability, it is currently unknown how strong their effect is, as previous studies generally do not dissociate changes in attentional strength from changes in attentional state variability. We designed a novel paradigm that does so and find both a pronounced effect of attentional fluctuations on correlated variability at long timescales and attention-dependent reductions in correlations at short timescales. These effects predominate in layers 2/3, as expected from a feedback signal such as attention. Thus, significant portions of correlated variability can be attributed to fluctuations in internally generated signals, like attention, rather than noise.
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spelling pubmed-60377552018-07-11 Attentional fluctuations induce shared variability in macaque primary visual cortex Denfield, George H. Ecker, Alexander S. Shinn, Tori J. Bethge, Matthias Tolias, Andreas S. Nat Commun Article Variability in neuronal responses to identical stimuli is frequently correlated across a population. Attention is thought to reduce these correlations by suppressing noisy inputs shared by the population. However, even with precise control of the visual stimulus, the subject’s attentional state varies across trials. While these state fluctuations are bound to induce some degree of correlated variability, it is currently unknown how strong their effect is, as previous studies generally do not dissociate changes in attentional strength from changes in attentional state variability. We designed a novel paradigm that does so and find both a pronounced effect of attentional fluctuations on correlated variability at long timescales and attention-dependent reductions in correlations at short timescales. These effects predominate in layers 2/3, as expected from a feedback signal such as attention. Thus, significant portions of correlated variability can be attributed to fluctuations in internally generated signals, like attention, rather than noise. Nature Publishing Group UK 2018-07-09 /pmc/articles/PMC6037755/ /pubmed/29985411 http://dx.doi.org/10.1038/s41467-018-05123-6 Text en © The Author(s) 2018 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
Denfield, George H.
Ecker, Alexander S.
Shinn, Tori J.
Bethge, Matthias
Tolias, Andreas S.
Attentional fluctuations induce shared variability in macaque primary visual cortex
title Attentional fluctuations induce shared variability in macaque primary visual cortex
title_full Attentional fluctuations induce shared variability in macaque primary visual cortex
title_fullStr Attentional fluctuations induce shared variability in macaque primary visual cortex
title_full_unstemmed Attentional fluctuations induce shared variability in macaque primary visual cortex
title_short Attentional fluctuations induce shared variability in macaque primary visual cortex
title_sort attentional fluctuations induce shared variability in macaque primary visual cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037755/
https://www.ncbi.nlm.nih.gov/pubmed/29985411
http://dx.doi.org/10.1038/s41467-018-05123-6
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