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The role of noise in self-organized decision making by the true slime mold Physarum polycephalum

Self-organized mechanisms are frequently encountered in nature and known to achieve flexible, adaptive control and decision-making. Noise plays a crucial role in such systems: It can enable a self-organized system to reliably adapt to short-term changes in the environment while maintaining a general...

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Detalles Bibliográficos
Autores principales: Meyer, Bernd, Ansorge, Cedrick, Nakagaki, Toshiyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5371312/
https://www.ncbi.nlm.nih.gov/pubmed/28355213
http://dx.doi.org/10.1371/journal.pone.0172933
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author Meyer, Bernd
Ansorge, Cedrick
Nakagaki, Toshiyuki
author_facet Meyer, Bernd
Ansorge, Cedrick
Nakagaki, Toshiyuki
author_sort Meyer, Bernd
collection PubMed
description Self-organized mechanisms are frequently encountered in nature and known to achieve flexible, adaptive control and decision-making. Noise plays a crucial role in such systems: It can enable a self-organized system to reliably adapt to short-term changes in the environment while maintaining a generally stable behavior. This is fundamental in biological systems because they must strike a delicate balance between stable and flexible behavior. In the present paper we analyse the role of noise in the decision-making of the true slime mold Physarum polycephalum, an important model species for the investigation of computational abilities in simple organisms. We propose a simple biological experiment to investigate the reaction of P. polycephalum to time-variant risk factors and present a stochastic extension of an established mathematical model for P. polycephalum to analyze this experiment. It predicts that—due to the mechanism of stochastic resonance—noise can enable P. polycephalum to correctly assess time-variant risk factors, while the corresponding noise-free system fails to do so. Beyond the study of P. polycephalum we demonstrate that the influence of noise on self-organized decision-making is not tied to a specific organism. Rather it is a general property of the underlying process dynamics, which appears to be universal across a wide range of systems. Our study thus provides further evidence that stochastic resonance is a fundamental component of the decision-making in self-organized macroscopic and microscopic groups and organisms.
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spelling pubmed-53713122017-04-07 The role of noise in self-organized decision making by the true slime mold Physarum polycephalum Meyer, Bernd Ansorge, Cedrick Nakagaki, Toshiyuki PLoS One Research Article Self-organized mechanisms are frequently encountered in nature and known to achieve flexible, adaptive control and decision-making. Noise plays a crucial role in such systems: It can enable a self-organized system to reliably adapt to short-term changes in the environment while maintaining a generally stable behavior. This is fundamental in biological systems because they must strike a delicate balance between stable and flexible behavior. In the present paper we analyse the role of noise in the decision-making of the true slime mold Physarum polycephalum, an important model species for the investigation of computational abilities in simple organisms. We propose a simple biological experiment to investigate the reaction of P. polycephalum to time-variant risk factors and present a stochastic extension of an established mathematical model for P. polycephalum to analyze this experiment. It predicts that—due to the mechanism of stochastic resonance—noise can enable P. polycephalum to correctly assess time-variant risk factors, while the corresponding noise-free system fails to do so. Beyond the study of P. polycephalum we demonstrate that the influence of noise on self-organized decision-making is not tied to a specific organism. Rather it is a general property of the underlying process dynamics, which appears to be universal across a wide range of systems. Our study thus provides further evidence that stochastic resonance is a fundamental component of the decision-making in self-organized macroscopic and microscopic groups and organisms. Public Library of Science 2017-03-29 /pmc/articles/PMC5371312/ /pubmed/28355213 http://dx.doi.org/10.1371/journal.pone.0172933 Text en © 2017 Meyer 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
Meyer, Bernd
Ansorge, Cedrick
Nakagaki, Toshiyuki
The role of noise in self-organized decision making by the true slime mold Physarum polycephalum
title The role of noise in self-organized decision making by the true slime mold Physarum polycephalum
title_full The role of noise in self-organized decision making by the true slime mold Physarum polycephalum
title_fullStr The role of noise in self-organized decision making by the true slime mold Physarum polycephalum
title_full_unstemmed The role of noise in self-organized decision making by the true slime mold Physarum polycephalum
title_short The role of noise in self-organized decision making by the true slime mold Physarum polycephalum
title_sort role of noise in self-organized decision making by the true slime mold physarum polycephalum
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5371312/
https://www.ncbi.nlm.nih.gov/pubmed/28355213
http://dx.doi.org/10.1371/journal.pone.0172933
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