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Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations
Brain stimulation can be used to engage and modulate rhythmic activity in brain networks. However, the outcomes of brain stimulation are shaped by behavioral states and endogenous fluctuations in brain activity. To better understand how this intrinsic oscillatory activity controls the susceptibility...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5832422/ https://www.ncbi.nlm.nih.gov/pubmed/29280733 http://dx.doi.org/10.7554/eLife.32054 |
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author | Lefebvre, Jérémie Hutt, Axel Frohlich, Flavio |
author_facet | Lefebvre, Jérémie Hutt, Axel Frohlich, Flavio |
author_sort | Lefebvre, Jérémie |
collection | PubMed |
description | Brain stimulation can be used to engage and modulate rhythmic activity in brain networks. However, the outcomes of brain stimulation are shaped by behavioral states and endogenous fluctuations in brain activity. To better understand how this intrinsic oscillatory activity controls the susceptibility of the brain to stimulation, we analyzed a computational model of the thalamo-cortical system in two distinct states (rest and task-engaged) to identify the mechanisms by which endogenous alpha oscillations (8Hz–12Hz) are modulated by periodic stimulation. Our analysis shows that the different responses to stimulation observed experimentally in these brain states can be explained by a passage through a bifurcation combined with stochastic resonance — a mechanism by which irregular fluctuations amplify the response of a nonlinear system to weak periodic signals. Indeed, our findings suggest that modulation of brain oscillations is best achieved in states of low endogenous rhythmic activity, and that irregular state-dependent fluctuations in thalamic inputs shape the susceptibility of cortical population to periodic stimulation. |
format | Online Article Text |
id | pubmed-5832422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-58324222018-03-05 Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations Lefebvre, Jérémie Hutt, Axel Frohlich, Flavio eLife Computational and Systems Biology Brain stimulation can be used to engage and modulate rhythmic activity in brain networks. However, the outcomes of brain stimulation are shaped by behavioral states and endogenous fluctuations in brain activity. To better understand how this intrinsic oscillatory activity controls the susceptibility of the brain to stimulation, we analyzed a computational model of the thalamo-cortical system in two distinct states (rest and task-engaged) to identify the mechanisms by which endogenous alpha oscillations (8Hz–12Hz) are modulated by periodic stimulation. Our analysis shows that the different responses to stimulation observed experimentally in these brain states can be explained by a passage through a bifurcation combined with stochastic resonance — a mechanism by which irregular fluctuations amplify the response of a nonlinear system to weak periodic signals. Indeed, our findings suggest that modulation of brain oscillations is best achieved in states of low endogenous rhythmic activity, and that irregular state-dependent fluctuations in thalamic inputs shape the susceptibility of cortical population to periodic stimulation. eLife Sciences Publications, Ltd 2017-12-27 /pmc/articles/PMC5832422/ /pubmed/29280733 http://dx.doi.org/10.7554/eLife.32054 Text en © 2017, Lefebvre et al http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Computational and Systems Biology Lefebvre, Jérémie Hutt, Axel Frohlich, Flavio Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations |
title | Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations |
title_full | Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations |
title_fullStr | Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations |
title_full_unstemmed | Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations |
title_short | Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations |
title_sort | stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations |
topic | Computational and Systems Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5832422/ https://www.ncbi.nlm.nih.gov/pubmed/29280733 http://dx.doi.org/10.7554/eLife.32054 |
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