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Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making

Perceptual decision-making relies on the gradual accumulation of noisy sensory evidence. It is often assumed that such decisions are degraded by adding noise to a stimulus, or to the neural systems involved in the decision making process itself. But it has been suggested that adding an optimal amoun...

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Autores principales: van der Groen, Onno, Tang, Matthew F., Wenderoth, Nicole, Mattingley, Jason B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6066257/
https://www.ncbi.nlm.nih.gov/pubmed/30020922
http://dx.doi.org/10.1371/journal.pcbi.1006301
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author van der Groen, Onno
Tang, Matthew F.
Wenderoth, Nicole
Mattingley, Jason B.
author_facet van der Groen, Onno
Tang, Matthew F.
Wenderoth, Nicole
Mattingley, Jason B.
author_sort van der Groen, Onno
collection PubMed
description Perceptual decision-making relies on the gradual accumulation of noisy sensory evidence. It is often assumed that such decisions are degraded by adding noise to a stimulus, or to the neural systems involved in the decision making process itself. But it has been suggested that adding an optimal amount of noise can, under appropriate conditions, enhance the quality of subthreshold signals in nonlinear systems, a phenomenon known as stochastic resonance. Here we asked whether perceptual decisions made by human observers obey these stochastic resonance principles, by adding noise directly to the visual cortex using transcranial random noise stimulation (tRNS) while participants judged the direction of coherent motion in random-dot kinematograms presented at the fovea. We found that adding tRNS bilaterally to visual cortex enhanced decision-making when stimuli were just below perceptual threshold, but not when they were well below or above threshold. We modelled the data under a drift diffusion framework, and showed that bilateral tRNS selectively increased the drift rate parameter, which indexes the rate of evidence accumulation. Our study is the first to provide causal evidence that perceptual decision-making is susceptible to a stochastic resonance effect induced by tRNS, and to show that this effect arises from selective enhancement of the rate of evidence accumulation for sub-threshold sensory events.
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spelling pubmed-60662572018-08-13 Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making van der Groen, Onno Tang, Matthew F. Wenderoth, Nicole Mattingley, Jason B. PLoS Comput Biol Research Article Perceptual decision-making relies on the gradual accumulation of noisy sensory evidence. It is often assumed that such decisions are degraded by adding noise to a stimulus, or to the neural systems involved in the decision making process itself. But it has been suggested that adding an optimal amount of noise can, under appropriate conditions, enhance the quality of subthreshold signals in nonlinear systems, a phenomenon known as stochastic resonance. Here we asked whether perceptual decisions made by human observers obey these stochastic resonance principles, by adding noise directly to the visual cortex using transcranial random noise stimulation (tRNS) while participants judged the direction of coherent motion in random-dot kinematograms presented at the fovea. We found that adding tRNS bilaterally to visual cortex enhanced decision-making when stimuli were just below perceptual threshold, but not when they were well below or above threshold. We modelled the data under a drift diffusion framework, and showed that bilateral tRNS selectively increased the drift rate parameter, which indexes the rate of evidence accumulation. Our study is the first to provide causal evidence that perceptual decision-making is susceptible to a stochastic resonance effect induced by tRNS, and to show that this effect arises from selective enhancement of the rate of evidence accumulation for sub-threshold sensory events. Public Library of Science 2018-07-18 /pmc/articles/PMC6066257/ /pubmed/30020922 http://dx.doi.org/10.1371/journal.pcbi.1006301 Text en © 2018 van der Groen et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
van der Groen, Onno
Tang, Matthew F.
Wenderoth, Nicole
Mattingley, Jason B.
Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making
title Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making
title_full Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making
title_fullStr Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making
title_full_unstemmed Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making
title_short Stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making
title_sort stochastic resonance enhances the rate of evidence accumulation during combined brain stimulation and perceptual decision-making
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6066257/
https://www.ncbi.nlm.nih.gov/pubmed/30020922
http://dx.doi.org/10.1371/journal.pcbi.1006301
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