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Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis
Neural field theory is used to model and analyze realistic corticothalamic responses to simple visual stimuli. This yields system transfer functions that embody key features in common with those of engineering control systems, which enables interpretation of brain dynamics in terms of data filters....
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6139319/ https://www.ncbi.nlm.nih.gov/pubmed/30250428 http://dx.doi.org/10.3389/fnhum.2018.00334 |
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author | Babaie Janvier, Tahereh Robinson, Peter A. |
author_facet | Babaie Janvier, Tahereh Robinson, Peter A. |
author_sort | Babaie Janvier, Tahereh |
collection | PubMed |
description | Neural field theory is used to model and analyze realistic corticothalamic responses to simple visual stimuli. This yields system transfer functions that embody key features in common with those of engineering control systems, which enables interpretation of brain dynamics in terms of data filters. In particular, these features assist in finding internal signals that represent input stimuli and their changes, which are exactly the types of quantities used in control systems to enable prediction of future input signals, and adjustment of gains which is argued to be the analog of attention in control theory. Corticothalamic dynamics are shown to be analogous to the classical proportional-integral-derivative (PID) filters that are widely used in engineering. |
format | Online Article Text |
id | pubmed-6139319 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-61393192018-09-24 Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis Babaie Janvier, Tahereh Robinson, Peter A. Front Hum Neurosci Neuroscience Neural field theory is used to model and analyze realistic corticothalamic responses to simple visual stimuli. This yields system transfer functions that embody key features in common with those of engineering control systems, which enables interpretation of brain dynamics in terms of data filters. In particular, these features assist in finding internal signals that represent input stimuli and their changes, which are exactly the types of quantities used in control systems to enable prediction of future input signals, and adjustment of gains which is argued to be the analog of attention in control theory. Corticothalamic dynamics are shown to be analogous to the classical proportional-integral-derivative (PID) filters that are widely used in engineering. Frontiers Media S.A. 2018-09-10 /pmc/articles/PMC6139319/ /pubmed/30250428 http://dx.doi.org/10.3389/fnhum.2018.00334 Text en Copyright © 2018 Babaie Janvier and Robinson. http://creativecommons.org/licenses/by/4.0/ 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) and the copyright owner(s) 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 Babaie Janvier, Tahereh Robinson, Peter A. Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis |
title | Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis |
title_full | Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis |
title_fullStr | Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis |
title_full_unstemmed | Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis |
title_short | Neural Field Theory of Corticothalamic Prediction With Control Systems Analysis |
title_sort | neural field theory of corticothalamic prediction with control systems analysis |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6139319/ https://www.ncbi.nlm.nih.gov/pubmed/30250428 http://dx.doi.org/10.3389/fnhum.2018.00334 |
work_keys_str_mv | AT babaiejanviertahereh neuralfieldtheoryofcorticothalamicpredictionwithcontrolsystemsanalysis AT robinsonpetera neuralfieldtheoryofcorticothalamicpredictionwithcontrolsystemsanalysis |