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Representation of color, form, and their conjunction across the human ventral visual pathway

Despite decades of research, our understanding of the relationship between color and form processing in the primate ventral visual pathway remains incomplete. Using fMRI multivoxel pattern analysis, we examined coding of color and form, using a simple form feature (orientation) and a mid-level form...

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Detalles Bibliográficos
Autores principales: Taylor, JohnMark, Xu, Yaoda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9014861/
https://www.ncbi.nlm.nih.gov/pubmed/35122966
http://dx.doi.org/10.1016/j.neuroimage.2022.118941
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author Taylor, JohnMark
Xu, Yaoda
author_facet Taylor, JohnMark
Xu, Yaoda
author_sort Taylor, JohnMark
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description Despite decades of research, our understanding of the relationship between color and form processing in the primate ventral visual pathway remains incomplete. Using fMRI multivoxel pattern analysis, we examined coding of color and form, using a simple form feature (orientation) and a mid-level form feature (curvature), in human ventral visual processing regions. We found that both color and form could be decoded from activity in early visual areas V1 to V4, as well as in the posterior color-selective region and shape-selective regions in ventral and lateral occipitotemporal cortex defined based on their univariate selectivity to color or shape, respectively (the central color region only showed color but not form decoding). Meanwhile, decoding biases towards one feature or the other existed in the color- and shape-selective regions, consistent with their univariate feature selectivity reported in past studies. Additional extensive analyses show that while all these regions contain independent (linearly additive) coding for both features, several early visual regions also encode the conjunction of color and the simple, but not the complex, form feature in a nonlinear, interactive manner. Taken together, the results show that color and form are encoded in a biased distributed and largely independent manner across ventral visual regions in the human brain.
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spelling pubmed-90148612022-05-01 Representation of color, form, and their conjunction across the human ventral visual pathway Taylor, JohnMark Xu, Yaoda Neuroimage Article Despite decades of research, our understanding of the relationship between color and form processing in the primate ventral visual pathway remains incomplete. Using fMRI multivoxel pattern analysis, we examined coding of color and form, using a simple form feature (orientation) and a mid-level form feature (curvature), in human ventral visual processing regions. We found that both color and form could be decoded from activity in early visual areas V1 to V4, as well as in the posterior color-selective region and shape-selective regions in ventral and lateral occipitotemporal cortex defined based on their univariate selectivity to color or shape, respectively (the central color region only showed color but not form decoding). Meanwhile, decoding biases towards one feature or the other existed in the color- and shape-selective regions, consistent with their univariate feature selectivity reported in past studies. Additional extensive analyses show that while all these regions contain independent (linearly additive) coding for both features, several early visual regions also encode the conjunction of color and the simple, but not the complex, form feature in a nonlinear, interactive manner. Taken together, the results show that color and form are encoded in a biased distributed and largely independent manner across ventral visual regions in the human brain. 2022-05-01 2022-02-02 /pmc/articles/PMC9014861/ /pubmed/35122966 http://dx.doi.org/10.1016/j.neuroimage.2022.118941 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) )
spellingShingle Article
Taylor, JohnMark
Xu, Yaoda
Representation of color, form, and their conjunction across the human ventral visual pathway
title Representation of color, form, and their conjunction across the human ventral visual pathway
title_full Representation of color, form, and their conjunction across the human ventral visual pathway
title_fullStr Representation of color, form, and their conjunction across the human ventral visual pathway
title_full_unstemmed Representation of color, form, and their conjunction across the human ventral visual pathway
title_short Representation of color, form, and their conjunction across the human ventral visual pathway
title_sort representation of color, form, and their conjunction across the human ventral visual pathway
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9014861/
https://www.ncbi.nlm.nih.gov/pubmed/35122966
http://dx.doi.org/10.1016/j.neuroimage.2022.118941
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