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Decoding individual natural scene representations during perception and imagery

We used a multi-voxel classification analysis of functional magnetic resonance imaging (fMRI) data to determine to what extent item-specific information about complex natural scenes is represented in several category-selective areas of human extrastriate visual cortex during visual perception and vi...

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Autores principales: Johnson, Matthew R., Johnson, Marcia K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3921604/
https://www.ncbi.nlm.nih.gov/pubmed/24574998
http://dx.doi.org/10.3389/fnhum.2014.00059
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author Johnson, Matthew R.
Johnson, Marcia K.
author_facet Johnson, Matthew R.
Johnson, Marcia K.
author_sort Johnson, Matthew R.
collection PubMed
description We used a multi-voxel classification analysis of functional magnetic resonance imaging (fMRI) data to determine to what extent item-specific information about complex natural scenes is represented in several category-selective areas of human extrastriate visual cortex during visual perception and visual mental imagery. Participants in the scanner either viewed or were instructed to visualize previously memorized natural scene exemplars, and the neuroimaging data were subsequently subjected to a multi-voxel pattern analysis (MVPA) using a support vector machine (SVM) classifier. We found that item-specific information was represented in multiple scene-selective areas: the occipital place area (OPA), parahippocampal place area (PPA), retrosplenial cortex (RSC), and a scene-selective portion of the precuneus/intraparietal sulcus region (PCu/IPS). Furthermore, item-specific information from perceived scenes was re-instantiated during mental imagery of the same scenes. These results support findings from previous decoding analyses for other types of visual information and/or brain areas during imagery or working memory, and extend them to the case of visual scenes (and scene-selective cortex). Taken together, such findings support models suggesting that reflective mental processes are subserved by the re-instantiation of perceptual information in high-level visual cortex. We also examined activity in the fusiform face area (FFA) and found that it, too, contained significant item-specific scene information during perception, but not during mental imagery. This suggests that although decodable scene-relevant activity occurs in FFA during perception, FFA activity may not be a necessary (or even relevant) component of one's mental representation of visual scenes.
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spelling pubmed-39216042014-02-26 Decoding individual natural scene representations during perception and imagery Johnson, Matthew R. Johnson, Marcia K. Front Hum Neurosci Neuroscience We used a multi-voxel classification analysis of functional magnetic resonance imaging (fMRI) data to determine to what extent item-specific information about complex natural scenes is represented in several category-selective areas of human extrastriate visual cortex during visual perception and visual mental imagery. Participants in the scanner either viewed or were instructed to visualize previously memorized natural scene exemplars, and the neuroimaging data were subsequently subjected to a multi-voxel pattern analysis (MVPA) using a support vector machine (SVM) classifier. We found that item-specific information was represented in multiple scene-selective areas: the occipital place area (OPA), parahippocampal place area (PPA), retrosplenial cortex (RSC), and a scene-selective portion of the precuneus/intraparietal sulcus region (PCu/IPS). Furthermore, item-specific information from perceived scenes was re-instantiated during mental imagery of the same scenes. These results support findings from previous decoding analyses for other types of visual information and/or brain areas during imagery or working memory, and extend them to the case of visual scenes (and scene-selective cortex). Taken together, such findings support models suggesting that reflective mental processes are subserved by the re-instantiation of perceptual information in high-level visual cortex. We also examined activity in the fusiform face area (FFA) and found that it, too, contained significant item-specific scene information during perception, but not during mental imagery. This suggests that although decodable scene-relevant activity occurs in FFA during perception, FFA activity may not be a necessary (or even relevant) component of one's mental representation of visual scenes. Frontiers Media S.A. 2014-02-12 /pmc/articles/PMC3921604/ /pubmed/24574998 http://dx.doi.org/10.3389/fnhum.2014.00059 Text en Copyright © 2014 Johnson and Johnson. 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
Johnson, Matthew R.
Johnson, Marcia K.
Decoding individual natural scene representations during perception and imagery
title Decoding individual natural scene representations during perception and imagery
title_full Decoding individual natural scene representations during perception and imagery
title_fullStr Decoding individual natural scene representations during perception and imagery
title_full_unstemmed Decoding individual natural scene representations during perception and imagery
title_short Decoding individual natural scene representations during perception and imagery
title_sort decoding individual natural scene representations during perception and imagery
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3921604/
https://www.ncbi.nlm.nih.gov/pubmed/24574998
http://dx.doi.org/10.3389/fnhum.2014.00059
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