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Adaptive coding across visual features during free-viewing and fixation conditions

Theoretical studies have long proposed that adaptation allows the brain to effectively use the limited response range of sensory neurons to encode widely varying natural inputs. However, despite this influential view, experimental studies have exclusively focused on how the neural code adapts to a r...

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Autores principales: Nigam, Sunny, Milton, Russell, Pojoga, Sorin, Dragoi, Valentin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9816177/
https://www.ncbi.nlm.nih.gov/pubmed/36604422
http://dx.doi.org/10.1038/s41467-022-35656-w
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author Nigam, Sunny
Milton, Russell
Pojoga, Sorin
Dragoi, Valentin
author_facet Nigam, Sunny
Milton, Russell
Pojoga, Sorin
Dragoi, Valentin
author_sort Nigam, Sunny
collection PubMed
description Theoretical studies have long proposed that adaptation allows the brain to effectively use the limited response range of sensory neurons to encode widely varying natural inputs. However, despite this influential view, experimental studies have exclusively focused on how the neural code adapts to a range of stimuli lying along a single feature axis, such as orientation or contrast. Here, we performed electrical recordings in macaque visual cortex (area V4) to reveal significant adaptive changes in the neural code of single cells and populations across multiple feature axes. Both during free viewing and passive fixation, populations of cells improved their ability to encode image features after rapid exposure to stimuli lying on orthogonal feature axes even in the absence of initial tuning to these stimuli. These results reveal a remarkable adaptive capacity of visual cortical populations to improve network computations relevant for natural viewing despite the modularity of the functional cortical architecture.
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spelling pubmed-98161772023-01-07 Adaptive coding across visual features during free-viewing and fixation conditions Nigam, Sunny Milton, Russell Pojoga, Sorin Dragoi, Valentin Nat Commun Article Theoretical studies have long proposed that adaptation allows the brain to effectively use the limited response range of sensory neurons to encode widely varying natural inputs. However, despite this influential view, experimental studies have exclusively focused on how the neural code adapts to a range of stimuli lying along a single feature axis, such as orientation or contrast. Here, we performed electrical recordings in macaque visual cortex (area V4) to reveal significant adaptive changes in the neural code of single cells and populations across multiple feature axes. Both during free viewing and passive fixation, populations of cells improved their ability to encode image features after rapid exposure to stimuli lying on orthogonal feature axes even in the absence of initial tuning to these stimuli. These results reveal a remarkable adaptive capacity of visual cortical populations to improve network computations relevant for natural viewing despite the modularity of the functional cortical architecture. Nature Publishing Group UK 2023-01-06 /pmc/articles/PMC9816177/ /pubmed/36604422 http://dx.doi.org/10.1038/s41467-022-35656-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Nigam, Sunny
Milton, Russell
Pojoga, Sorin
Dragoi, Valentin
Adaptive coding across visual features during free-viewing and fixation conditions
title Adaptive coding across visual features during free-viewing and fixation conditions
title_full Adaptive coding across visual features during free-viewing and fixation conditions
title_fullStr Adaptive coding across visual features during free-viewing and fixation conditions
title_full_unstemmed Adaptive coding across visual features during free-viewing and fixation conditions
title_short Adaptive coding across visual features during free-viewing and fixation conditions
title_sort adaptive coding across visual features during free-viewing and fixation conditions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9816177/
https://www.ncbi.nlm.nih.gov/pubmed/36604422
http://dx.doi.org/10.1038/s41467-022-35656-w
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