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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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 |
_version_ |
1721460123611693056 |