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Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas

Neural responses to visual stimuli are strongest in the classical receptive field, but they are also modulated by stimuli in a much wider region. In the primary visual cortex, physiological data and models suggest that such contextual modulation is mediated by recurrent interactions between cortical...

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Autores principales: Sharifian, Fariba, Nurminen, Lauri, Vanni, Simo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3707897/
https://www.ncbi.nlm.nih.gov/pubmed/23874491
http://dx.doi.org/10.1371/journal.pone.0068046
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author Sharifian, Fariba
Nurminen, Lauri
Vanni, Simo
author_facet Sharifian, Fariba
Nurminen, Lauri
Vanni, Simo
author_sort Sharifian, Fariba
collection PubMed
description Neural responses to visual stimuli are strongest in the classical receptive field, but they are also modulated by stimuli in a much wider region. In the primary visual cortex, physiological data and models suggest that such contextual modulation is mediated by recurrent interactions between cortical areas. Outside the primary visual cortex, imaging data has shown qualitatively similar interactions. However, whether the mechanisms underlying these effects are similar in different areas has remained unclear. Here, we found that the blood oxygenation level dependent (BOLD) signal spreads over considerable cortical distances in the primary visual cortex, further than the classical receptive field. This indicates that the synaptic activity induced by a given stimulus occurs in a surprisingly extensive network. Correspondingly, we found suppressive and facilitative interactions far from the maximum retinotopic response. Next, we characterized the relationship between contextual modulation and correlation between two spatial activation patterns. Regardless of the functional area or retinotopic eccentricity, higher correlation between the center and surround response patterns was associated with stronger suppressive interaction. In individual voxels, suppressive interaction was predominant when the center and surround stimuli produced BOLD signals with the same sign. Facilitative interaction dominated in the voxels with opposite BOLD signal signs. Our data was in unison with recently published cortical decorrelation model, and was validated against alternative models, separately in different eccentricities and functional areas. Our study provides evidence that spatial interactions among neural populations involve decorrelation of macroscopic neural activation patterns, and suggests that the basic design of the cerebral cortex houses a robust decorrelation mechanism for afferent synaptic input.
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spelling pubmed-37078972013-07-19 Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas Sharifian, Fariba Nurminen, Lauri Vanni, Simo PLoS One Research Article Neural responses to visual stimuli are strongest in the classical receptive field, but they are also modulated by stimuli in a much wider region. In the primary visual cortex, physiological data and models suggest that such contextual modulation is mediated by recurrent interactions between cortical areas. Outside the primary visual cortex, imaging data has shown qualitatively similar interactions. However, whether the mechanisms underlying these effects are similar in different areas has remained unclear. Here, we found that the blood oxygenation level dependent (BOLD) signal spreads over considerable cortical distances in the primary visual cortex, further than the classical receptive field. This indicates that the synaptic activity induced by a given stimulus occurs in a surprisingly extensive network. Correspondingly, we found suppressive and facilitative interactions far from the maximum retinotopic response. Next, we characterized the relationship between contextual modulation and correlation between two spatial activation patterns. Regardless of the functional area or retinotopic eccentricity, higher correlation between the center and surround response patterns was associated with stronger suppressive interaction. In individual voxels, suppressive interaction was predominant when the center and surround stimuli produced BOLD signals with the same sign. Facilitative interaction dominated in the voxels with opposite BOLD signal signs. Our data was in unison with recently published cortical decorrelation model, and was validated against alternative models, separately in different eccentricities and functional areas. Our study provides evidence that spatial interactions among neural populations involve decorrelation of macroscopic neural activation patterns, and suggests that the basic design of the cerebral cortex houses a robust decorrelation mechanism for afferent synaptic input. Public Library of Science 2013-07-10 /pmc/articles/PMC3707897/ /pubmed/23874491 http://dx.doi.org/10.1371/journal.pone.0068046 Text en © 2013 Sharifian et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Sharifian, Fariba
Nurminen, Lauri
Vanni, Simo
Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas
title Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas
title_full Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas
title_fullStr Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas
title_full_unstemmed Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas
title_short Visual Interactions Conform to Pattern Decorrelation in Multiple Cortical Areas
title_sort visual interactions conform to pattern decorrelation in multiple cortical areas
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3707897/
https://www.ncbi.nlm.nih.gov/pubmed/23874491
http://dx.doi.org/10.1371/journal.pone.0068046
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