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Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?

While noise is generally believed to impair performance, the detection of weak stimuli can sometimes be enhanced by introducing optimum noise levels. This phenomenon is termed ‘Stochastic Resonance’ (SR). Past evidence suggests that autistic individuals exhibit higher neural noise than neurotypical...

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Autores principales: Raul, Pratik, McNally, Kate, Ward, Lawrence M., van Boxtel, Jeroen J. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140507/
https://www.ncbi.nlm.nih.gov/pubmed/37123379
http://dx.doi.org/10.3389/fnins.2023.1110714
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author Raul, Pratik
McNally, Kate
Ward, Lawrence M.
van Boxtel, Jeroen J. A.
author_facet Raul, Pratik
McNally, Kate
Ward, Lawrence M.
van Boxtel, Jeroen J. A.
author_sort Raul, Pratik
collection PubMed
description While noise is generally believed to impair performance, the detection of weak stimuli can sometimes be enhanced by introducing optimum noise levels. This phenomenon is termed ‘Stochastic Resonance’ (SR). Past evidence suggests that autistic individuals exhibit higher neural noise than neurotypical individuals. It has been proposed that the enhanced performance in Autism Spectrum Disorder (ASD) on some tasks could be due to SR. Here we present a computational model, lab-based, and online visual identification experiments to find corroborating evidence for this hypothesis in individuals without a formal ASD diagnosis. Our modeling predicts that artificially increasing noise results in SR for individuals with low internal noise (e.g., neurotypical), however not for those with higher internal noise (e.g., autistic, or neurotypical individuals with higher autistic traits). It also predicts that at low stimulus noise, individuals with higher internal noise outperform those with lower internal noise. We tested these predictions using visual identification tasks among participants from the general population with autistic traits measured by the Autism-Spectrum Quotient (AQ). While all participants showed SR in the lab-based experiment, this did not support our model strongly. In the online experiment, significant SR was not found, however participants with higher AQ scores outperformed those with lower AQ scores at low stimulus noise levels, which is consistent with our modeling. In conclusion, our study is the first to investigate the link between SR and superior performance by those with ASD-related traits, and reports limited evidence to support the high neural noise/SR hypothesis.
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spelling pubmed-101405072023-04-29 Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient? Raul, Pratik McNally, Kate Ward, Lawrence M. van Boxtel, Jeroen J. A. Front Neurosci Neuroscience While noise is generally believed to impair performance, the detection of weak stimuli can sometimes be enhanced by introducing optimum noise levels. This phenomenon is termed ‘Stochastic Resonance’ (SR). Past evidence suggests that autistic individuals exhibit higher neural noise than neurotypical individuals. It has been proposed that the enhanced performance in Autism Spectrum Disorder (ASD) on some tasks could be due to SR. Here we present a computational model, lab-based, and online visual identification experiments to find corroborating evidence for this hypothesis in individuals without a formal ASD diagnosis. Our modeling predicts that artificially increasing noise results in SR for individuals with low internal noise (e.g., neurotypical), however not for those with higher internal noise (e.g., autistic, or neurotypical individuals with higher autistic traits). It also predicts that at low stimulus noise, individuals with higher internal noise outperform those with lower internal noise. We tested these predictions using visual identification tasks among participants from the general population with autistic traits measured by the Autism-Spectrum Quotient (AQ). While all participants showed SR in the lab-based experiment, this did not support our model strongly. In the online experiment, significant SR was not found, however participants with higher AQ scores outperformed those with lower AQ scores at low stimulus noise levels, which is consistent with our modeling. In conclusion, our study is the first to investigate the link between SR and superior performance by those with ASD-related traits, and reports limited evidence to support the high neural noise/SR hypothesis. Frontiers Media S.A. 2023-04-14 /pmc/articles/PMC10140507/ /pubmed/37123379 http://dx.doi.org/10.3389/fnins.2023.1110714 Text en Copyright © 2023 Raul, McNally, Ward and van Boxtel. https://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
Raul, Pratik
McNally, Kate
Ward, Lawrence M.
van Boxtel, Jeroen J. A.
Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?
title Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?
title_full Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?
title_fullStr Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?
title_full_unstemmed Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?
title_short Does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?
title_sort does stochastic resonance improve performance for individuals with higher autism-spectrum quotient?
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10140507/
https://www.ncbi.nlm.nih.gov/pubmed/37123379
http://dx.doi.org/10.3389/fnins.2023.1110714
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