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Corticocortical feedback increases the spatial extent of normalization

Normalization has been proposed as a canonical computation operating across different brain regions, sensory modalities, and species. It provides a good phenomenological description of non-linear response properties in primary visual cortex (V1), including the contrast response function and surround...

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Autores principales: Nassi, Jonathan J., Gómez-Laberge, Camille, Kreiman, Gabriel, Born, Richard T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4039070/
https://www.ncbi.nlm.nih.gov/pubmed/24910596
http://dx.doi.org/10.3389/fnsys.2014.00105
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author Nassi, Jonathan J.
Gómez-Laberge, Camille
Kreiman, Gabriel
Born, Richard T.
author_facet Nassi, Jonathan J.
Gómez-Laberge, Camille
Kreiman, Gabriel
Born, Richard T.
author_sort Nassi, Jonathan J.
collection PubMed
description Normalization has been proposed as a canonical computation operating across different brain regions, sensory modalities, and species. It provides a good phenomenological description of non-linear response properties in primary visual cortex (V1), including the contrast response function and surround suppression. Despite its widespread application throughout the visual system, the underlying neural mechanisms remain largely unknown. We recently observed that corticocortical feedback contributes to surround suppression in V1, raising the possibility that feedback acts through normalization. To test this idea, we characterized area summation and contrast response properties in V1 with and without feedback from V2 and V3 in alert macaques and applied a standard normalization model to the data. Area summation properties were well explained by a form of divisive normalization, which computes the ratio between a neuron's driving input and the spatially integrated activity of a “normalization pool.” Feedback inactivation reduced surround suppression by shrinking the spatial extent of the normalization pool. This effect was independent of the gain modulation thought to mediate the influence of contrast on area summation, which remained intact during feedback inactivation. Contrast sensitivity within the receptive field center was also unaffected by feedback inactivation, providing further evidence that feedback participates in normalization independent of the circuit mechanisms involved in modulating contrast gain and saturation. These results suggest that corticocortical feedback contributes to surround suppression by increasing the visuotopic extent of normalization and, via this mechanism, feedback can play a critical role in contextual information processing.
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spelling pubmed-40390702014-06-06 Corticocortical feedback increases the spatial extent of normalization Nassi, Jonathan J. Gómez-Laberge, Camille Kreiman, Gabriel Born, Richard T. Front Syst Neurosci Neuroscience Normalization has been proposed as a canonical computation operating across different brain regions, sensory modalities, and species. It provides a good phenomenological description of non-linear response properties in primary visual cortex (V1), including the contrast response function and surround suppression. Despite its widespread application throughout the visual system, the underlying neural mechanisms remain largely unknown. We recently observed that corticocortical feedback contributes to surround suppression in V1, raising the possibility that feedback acts through normalization. To test this idea, we characterized area summation and contrast response properties in V1 with and without feedback from V2 and V3 in alert macaques and applied a standard normalization model to the data. Area summation properties were well explained by a form of divisive normalization, which computes the ratio between a neuron's driving input and the spatially integrated activity of a “normalization pool.” Feedback inactivation reduced surround suppression by shrinking the spatial extent of the normalization pool. This effect was independent of the gain modulation thought to mediate the influence of contrast on area summation, which remained intact during feedback inactivation. Contrast sensitivity within the receptive field center was also unaffected by feedback inactivation, providing further evidence that feedback participates in normalization independent of the circuit mechanisms involved in modulating contrast gain and saturation. These results suggest that corticocortical feedback contributes to surround suppression by increasing the visuotopic extent of normalization and, via this mechanism, feedback can play a critical role in contextual information processing. Frontiers Media S.A. 2014-05-30 /pmc/articles/PMC4039070/ /pubmed/24910596 http://dx.doi.org/10.3389/fnsys.2014.00105 Text en Copyright © 2014 Nassi, Gómez-Laberge, Kreiman and Born. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Nassi, Jonathan J.
Gómez-Laberge, Camille
Kreiman, Gabriel
Born, Richard T.
Corticocortical feedback increases the spatial extent of normalization
title Corticocortical feedback increases the spatial extent of normalization
title_full Corticocortical feedback increases the spatial extent of normalization
title_fullStr Corticocortical feedback increases the spatial extent of normalization
title_full_unstemmed Corticocortical feedback increases the spatial extent of normalization
title_short Corticocortical feedback increases the spatial extent of normalization
title_sort corticocortical feedback increases the spatial extent of normalization
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4039070/
https://www.ncbi.nlm.nih.gov/pubmed/24910596
http://dx.doi.org/10.3389/fnsys.2014.00105
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