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Temporal dynamics of the neural representation of hue and luminance polarity
Hue and luminance contrast are basic visual features. Here we use multivariate analyses of magnetoencephalography data to investigate the timing of the neural computations that extract them, and whether they depend on common neural circuits. We show that hue and luminance-contrast polarity can be de...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8814185/ https://www.ncbi.nlm.nih.gov/pubmed/35115511 http://dx.doi.org/10.1038/s41467-022-28249-0 |
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author | Hermann, Katherine L. Singh, Shridhar R. Rosenthal, Isabelle A. Pantazis, Dimitrios Conway, Bevil R. |
author_facet | Hermann, Katherine L. Singh, Shridhar R. Rosenthal, Isabelle A. Pantazis, Dimitrios Conway, Bevil R. |
author_sort | Hermann, Katherine L. |
collection | PubMed |
description | Hue and luminance contrast are basic visual features. Here we use multivariate analyses of magnetoencephalography data to investigate the timing of the neural computations that extract them, and whether they depend on common neural circuits. We show that hue and luminance-contrast polarity can be decoded from MEG data and, with lower accuracy, both features can be decoded across changes in the other feature. These results are consistent with the existence of both common and separable neural mechanisms. The decoding time course is earlier and more temporally precise for luminance polarity than hue, a result that does not depend on task, suggesting that luminance contrast is an updating signal that separates visual events. Meanwhile, cross-temporal generalization is slightly greater for representations of hue compared to luminance polarity, providing a neural correlate of the preeminence of hue in perceptual grouping and memory. Finally, decoding of luminance polarity varies depending on the hues used to obtain training and testing data. The pattern of results is consistent with observations that luminance contrast is mediated by both L-M and S cone sub-cortical mechanisms. |
format | Online Article Text |
id | pubmed-8814185 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88141852022-02-16 Temporal dynamics of the neural representation of hue and luminance polarity Hermann, Katherine L. Singh, Shridhar R. Rosenthal, Isabelle A. Pantazis, Dimitrios Conway, Bevil R. Nat Commun Article Hue and luminance contrast are basic visual features. Here we use multivariate analyses of magnetoencephalography data to investigate the timing of the neural computations that extract them, and whether they depend on common neural circuits. We show that hue and luminance-contrast polarity can be decoded from MEG data and, with lower accuracy, both features can be decoded across changes in the other feature. These results are consistent with the existence of both common and separable neural mechanisms. The decoding time course is earlier and more temporally precise for luminance polarity than hue, a result that does not depend on task, suggesting that luminance contrast is an updating signal that separates visual events. Meanwhile, cross-temporal generalization is slightly greater for representations of hue compared to luminance polarity, providing a neural correlate of the preeminence of hue in perceptual grouping and memory. Finally, decoding of luminance polarity varies depending on the hues used to obtain training and testing data. The pattern of results is consistent with observations that luminance contrast is mediated by both L-M and S cone sub-cortical mechanisms. Nature Publishing Group UK 2022-02-03 /pmc/articles/PMC8814185/ /pubmed/35115511 http://dx.doi.org/10.1038/s41467-022-28249-0 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2022 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 Hermann, Katherine L. Singh, Shridhar R. Rosenthal, Isabelle A. Pantazis, Dimitrios Conway, Bevil R. Temporal dynamics of the neural representation of hue and luminance polarity |
title | Temporal dynamics of the neural representation of hue and luminance polarity |
title_full | Temporal dynamics of the neural representation of hue and luminance polarity |
title_fullStr | Temporal dynamics of the neural representation of hue and luminance polarity |
title_full_unstemmed | Temporal dynamics of the neural representation of hue and luminance polarity |
title_short | Temporal dynamics of the neural representation of hue and luminance polarity |
title_sort | temporal dynamics of the neural representation of hue and luminance polarity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8814185/ https://www.ncbi.nlm.nih.gov/pubmed/35115511 http://dx.doi.org/10.1038/s41467-022-28249-0 |
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