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Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex

The inferior temporal cortex (ITC) contains neurons selective to multiple levels of visual categories. However, the mechanisms by which these neurons collectively construct hierarchical category percepts remain unclear. By comparing decoding accuracy with simultaneously acquired electrocorticogram (...

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Autores principales: Miyakawa, Naohisa, Majima, Kei, Sawahata, Hirohito, Kawasaki, Keisuke, Matsuo, Takeshi, Kotake, Naoki, Suzuki, Takafumi, Kamitani, Yukiyasu, Hasegawa, Isao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093347/
https://www.ncbi.nlm.nih.gov/pubmed/29329375
http://dx.doi.org/10.1093/cercor/bhx342
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author Miyakawa, Naohisa
Majima, Kei
Sawahata, Hirohito
Kawasaki, Keisuke
Matsuo, Takeshi
Kotake, Naoki
Suzuki, Takafumi
Kamitani, Yukiyasu
Hasegawa, Isao
author_facet Miyakawa, Naohisa
Majima, Kei
Sawahata, Hirohito
Kawasaki, Keisuke
Matsuo, Takeshi
Kotake, Naoki
Suzuki, Takafumi
Kamitani, Yukiyasu
Hasegawa, Isao
author_sort Miyakawa, Naohisa
collection PubMed
description The inferior temporal cortex (ITC) contains neurons selective to multiple levels of visual categories. However, the mechanisms by which these neurons collectively construct hierarchical category percepts remain unclear. By comparing decoding accuracy with simultaneously acquired electrocorticogram (ECoG), local field potentials (LFPs), and multi-unit activity in the macaque ITC, we show that low-frequency LFPs/ECoG in the early evoked visual response phase contain sufficient coarse category (e.g., face) information, which is homogeneous and enhanced by spatial summation of up to several millimeters. Late-induced high-frequency LFPs additionally carry spike-coupled finer category (e.g., species, view, and identity of the face) information, which is heterogeneous and reduced by spatial summation. Face-encoding neural activity forms a cluster in similar cortical locations regardless of whether it is defined by early evoked low-frequency signals or late-induced high-gamma signals. By contrast, facial subcategory-encoding activity is distributed, not confined to the face cluster, and dynamically increases its heterogeneity from the early evoked to late-induced phases. These findings support a view that, in contrast to the homogeneous and static coarse category-encoding neural cluster, finer category-encoding clusters are heterogeneously distributed even outside their parent category cluster and dynamically increase heterogeneity along with the local cortical processing in the ITC.
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spelling pubmed-60933472018-08-22 Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex Miyakawa, Naohisa Majima, Kei Sawahata, Hirohito Kawasaki, Keisuke Matsuo, Takeshi Kotake, Naoki Suzuki, Takafumi Kamitani, Yukiyasu Hasegawa, Isao Cereb Cortex Original Articles The inferior temporal cortex (ITC) contains neurons selective to multiple levels of visual categories. However, the mechanisms by which these neurons collectively construct hierarchical category percepts remain unclear. By comparing decoding accuracy with simultaneously acquired electrocorticogram (ECoG), local field potentials (LFPs), and multi-unit activity in the macaque ITC, we show that low-frequency LFPs/ECoG in the early evoked visual response phase contain sufficient coarse category (e.g., face) information, which is homogeneous and enhanced by spatial summation of up to several millimeters. Late-induced high-frequency LFPs additionally carry spike-coupled finer category (e.g., species, view, and identity of the face) information, which is heterogeneous and reduced by spatial summation. Face-encoding neural activity forms a cluster in similar cortical locations regardless of whether it is defined by early evoked low-frequency signals or late-induced high-gamma signals. By contrast, facial subcategory-encoding activity is distributed, not confined to the face cluster, and dynamically increases its heterogeneity from the early evoked to late-induced phases. These findings support a view that, in contrast to the homogeneous and static coarse category-encoding neural cluster, finer category-encoding clusters are heterogeneously distributed even outside their parent category cluster and dynamically increase heterogeneity along with the local cortical processing in the ITC. Oxford University Press 2018-04 2018-01-10 /pmc/articles/PMC6093347/ /pubmed/29329375 http://dx.doi.org/10.1093/cercor/bhx342 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Miyakawa, Naohisa
Majima, Kei
Sawahata, Hirohito
Kawasaki, Keisuke
Matsuo, Takeshi
Kotake, Naoki
Suzuki, Takafumi
Kamitani, Yukiyasu
Hasegawa, Isao
Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex
title Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex
title_full Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex
title_fullStr Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex
title_full_unstemmed Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex
title_short Heterogeneous Redistribution of Facial Subcategory Information Within and Outside the Face-Selective Domain in Primate Inferior Temporal Cortex
title_sort heterogeneous redistribution of facial subcategory information within and outside the face-selective domain in primate inferior temporal cortex
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093347/
https://www.ncbi.nlm.nih.gov/pubmed/29329375
http://dx.doi.org/10.1093/cercor/bhx342
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