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...

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Main Authors: Jérémie Lefebvre, Axel Hutt, Flavio Frohlich
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2017-12-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/32054
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spelling doaj-57a9fc2d888c49acb13db753446308782021-05-05T14:02:47ZengeLife Sciences Publications LtdeLife2050-084X2017-12-01610.7554/eLife.32054Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillationsJérémie Lefebvre0https://orcid.org/0000-0003-0369-4565Axel Hutt1https://orcid.org/0000-0003-0041-7431Flavio Frohlich2https://orcid.org/0000-0002-3724-5621Krembil Research Institute, Toronto, CanadaFE12 - Data Assimilation, Deutscher Wetterdienst, Offenbach am Main, GermanyDepartment of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, United StatesBrain 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.https://elifesciences.org/articles/32054brain stimulationalpha oscillationsnonlinear dynamicssynchronystochastic resonanceentrainment
collection DOAJ
language English
format Article
sources DOAJ
author Jérémie Lefebvre
Axel Hutt
Flavio Frohlich
spellingShingle Jérémie Lefebvre
Axel Hutt
Flavio Frohlich
Stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations
eLife
brain stimulation
alpha oscillations
nonlinear dynamics
synchrony
stochastic resonance
entrainment
author_facet Jérémie Lefebvre
Axel Hutt
Flavio Frohlich
author_sort Jérémie Lefebvre
title 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_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_sort stochastic resonance mediates the state-dependent effect of periodic stimulation on cortical alpha oscillations
publisher eLife Sciences Publications Ltd
series eLife
issn 2050-084X
publishDate 2017-12-01
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.
topic brain stimulation
alpha oscillations
nonlinear dynamics
synchrony
stochastic resonance
entrainment
url https://elifesciences.org/articles/32054
work_keys_str_mv AT jeremielefebvre stochasticresonancemediatesthestatedependenteffectofperiodicstimulationoncorticalalphaoscillations
AT axelhutt stochasticresonancemediatesthestatedependenteffectofperiodicstimulationoncorticalalphaoscillations
AT flaviofrohlich stochasticresonancemediatesthestatedependenteffectofperiodicstimulationoncorticalalphaoscillations
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