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New Levels of Language Processing Complexity and Organization Revealed by Granger Causation

Granger causation analysis of high spatiotemporal resolution reconstructions of brain activation offers a new window on the dynamic interactions between brain areas that support language processing. Premised on the observation that causes both precede and uniquely predict their effects, this approac...

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Detalles Bibliográficos
Autores principales: Gow, David W., Caplan, David N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3536267/
https://www.ncbi.nlm.nih.gov/pubmed/23293611
http://dx.doi.org/10.3389/fpsyg.2012.00506
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author Gow, David W.
Caplan, David N.
author_facet Gow, David W.
Caplan, David N.
author_sort Gow, David W.
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description Granger causation analysis of high spatiotemporal resolution reconstructions of brain activation offers a new window on the dynamic interactions between brain areas that support language processing. Premised on the observation that causes both precede and uniquely predict their effects, this approach provides an intuitive, model-free means of identifying directed causal interactions in the brain. It requires the analysis of all non-redundant potentially interacting signals, and has shown that even “early” processes such as speech perception involve interactions of many areas in a strikingly large network that extends well beyond traditional left hemisphere perisylvian cortex that play out over hundreds of milliseconds. In this paper we describe this technique and review several general findings that reframe the way we think about language processing and brain function in general. These include the extent and complexity of language processing networks, the central role of interactive processing dynamics, the role of processing hubs where the input from many distinct brain regions are integrated, and the degree to which task requirements and stimulus properties influence processing dynamics and inform our understanding of “language-specific” localized processes.
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spelling pubmed-35362672013-01-04 New Levels of Language Processing Complexity and Organization Revealed by Granger Causation Gow, David W. Caplan, David N. Front Psychol Psychology Granger causation analysis of high spatiotemporal resolution reconstructions of brain activation offers a new window on the dynamic interactions between brain areas that support language processing. Premised on the observation that causes both precede and uniquely predict their effects, this approach provides an intuitive, model-free means of identifying directed causal interactions in the brain. It requires the analysis of all non-redundant potentially interacting signals, and has shown that even “early” processes such as speech perception involve interactions of many areas in a strikingly large network that extends well beyond traditional left hemisphere perisylvian cortex that play out over hundreds of milliseconds. In this paper we describe this technique and review several general findings that reframe the way we think about language processing and brain function in general. These include the extent and complexity of language processing networks, the central role of interactive processing dynamics, the role of processing hubs where the input from many distinct brain regions are integrated, and the degree to which task requirements and stimulus properties influence processing dynamics and inform our understanding of “language-specific” localized processes. Frontiers Media S.A. 2012-11-19 /pmc/articles/PMC3536267/ /pubmed/23293611 http://dx.doi.org/10.3389/fpsyg.2012.00506 Text en Copyright © 2012 Gow and Caplan. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.
spellingShingle Psychology
Gow, David W.
Caplan, David N.
New Levels of Language Processing Complexity and Organization Revealed by Granger Causation
title New Levels of Language Processing Complexity and Organization Revealed by Granger Causation
title_full New Levels of Language Processing Complexity and Organization Revealed by Granger Causation
title_fullStr New Levels of Language Processing Complexity and Organization Revealed by Granger Causation
title_full_unstemmed New Levels of Language Processing Complexity and Organization Revealed by Granger Causation
title_short New Levels of Language Processing Complexity and Organization Revealed by Granger Causation
title_sort new levels of language processing complexity and organization revealed by granger causation
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3536267/
https://www.ncbi.nlm.nih.gov/pubmed/23293611
http://dx.doi.org/10.3389/fpsyg.2012.00506
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