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The representational dynamics of task and object processing in humans

Despite the importance of an observer’s goals in determining how a visual object is categorized, surprisingly little is known about how humans process the task context in which objects occur and how it may interact with the processing of objects. Using magnetoencephalography (MEG), functional magnet...

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Detalles Bibliográficos
Autores principales: Hebart, Martin N, Bankson, Brett B, Harel, Assaf, Baker, Chris I, Cichy, Radoslaw M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5811210/
https://www.ncbi.nlm.nih.gov/pubmed/29384473
http://dx.doi.org/10.7554/eLife.32816
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author Hebart, Martin N
Bankson, Brett B
Harel, Assaf
Baker, Chris I
Cichy, Radoslaw M
author_facet Hebart, Martin N
Bankson, Brett B
Harel, Assaf
Baker, Chris I
Cichy, Radoslaw M
author_sort Hebart, Martin N
collection PubMed
description Despite the importance of an observer’s goals in determining how a visual object is categorized, surprisingly little is known about how humans process the task context in which objects occur and how it may interact with the processing of objects. Using magnetoencephalography (MEG), functional magnetic resonance imaging (fMRI) and multivariate techniques, we studied the spatial and temporal dynamics of task and object processing. Our results reveal a sequence of separate but overlapping task-related processes spread across frontoparietal and occipitotemporal cortex. Task exhibited late effects on object processing by selectively enhancing task-relevant object features, with limited impact on the overall pattern of object representations. Combining MEG and fMRI data, we reveal a parallel rise in task-related signals throughout the cerebral cortex, with an increasing dominance of task over object representations from early to higher visual areas. Collectively, our results reveal the complex dynamics underlying task and object representations throughout human cortex.
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spelling pubmed-58112102018-02-14 The representational dynamics of task and object processing in humans Hebart, Martin N Bankson, Brett B Harel, Assaf Baker, Chris I Cichy, Radoslaw M eLife Neuroscience Despite the importance of an observer’s goals in determining how a visual object is categorized, surprisingly little is known about how humans process the task context in which objects occur and how it may interact with the processing of objects. Using magnetoencephalography (MEG), functional magnetic resonance imaging (fMRI) and multivariate techniques, we studied the spatial and temporal dynamics of task and object processing. Our results reveal a sequence of separate but overlapping task-related processes spread across frontoparietal and occipitotemporal cortex. Task exhibited late effects on object processing by selectively enhancing task-relevant object features, with limited impact on the overall pattern of object representations. Combining MEG and fMRI data, we reveal a parallel rise in task-related signals throughout the cerebral cortex, with an increasing dominance of task over object representations from early to higher visual areas. Collectively, our results reveal the complex dynamics underlying task and object representations throughout human cortex. eLife Sciences Publications, Ltd 2018-01-31 /pmc/articles/PMC5811210/ /pubmed/29384473 http://dx.doi.org/10.7554/eLife.32816 Text en http://creativecommons.org/publicdomain/zero/1.0/ http://creativecommons.org/publicdomain/zero/1.0/This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication (http://creativecommons.org/publicdomain/zero/1.0/) .
spellingShingle Neuroscience
Hebart, Martin N
Bankson, Brett B
Harel, Assaf
Baker, Chris I
Cichy, Radoslaw M
The representational dynamics of task and object processing in humans
title The representational dynamics of task and object processing in humans
title_full The representational dynamics of task and object processing in humans
title_fullStr The representational dynamics of task and object processing in humans
title_full_unstemmed The representational dynamics of task and object processing in humans
title_short The representational dynamics of task and object processing in humans
title_sort representational dynamics of task and object processing in humans
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5811210/
https://www.ncbi.nlm.nih.gov/pubmed/29384473
http://dx.doi.org/10.7554/eLife.32816
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