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Self-organized criticality as a fundamental property of neural systems
The neural criticality hypothesis states that the brain may be poised in a critical state at a boundary between different types of dynamics. Theoretical and experimental studies show that critical systems often exhibit optimal computational properties, suggesting the possibility that criticality has...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2014
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4171833/ https://www.ncbi.nlm.nih.gov/pubmed/25294989 http://dx.doi.org/10.3389/fnsys.2014.00166 |
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author | Hesse, Janina Gross, Thilo |
author_facet | Hesse, Janina Gross, Thilo |
author_sort | Hesse, Janina |
collection | PubMed |
description | The neural criticality hypothesis states that the brain may be poised in a critical state at a boundary between different types of dynamics. Theoretical and experimental studies show that critical systems often exhibit optimal computational properties, suggesting the possibility that criticality has been evolutionarily selected as a useful trait for our nervous system. Evidence for criticality has been found in cell cultures, brain slices, and anesthetized animals. Yet, inconsistent results were reported for recordings in awake animals and humans, and current results point to open questions about the exact nature and mechanism of criticality, as well as its functional role. Therefore, the criticality hypothesis has remained a controversial proposition. Here, we provide an account of the mathematical and physical foundations of criticality. In the light of this conceptual framework, we then review and discuss recent experimental studies with the aim of identifying important next steps to be taken and connections to other fields that should be explored. |
format | Online Article Text |
id | pubmed-4171833 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-41718332014-10-07 Self-organized criticality as a fundamental property of neural systems Hesse, Janina Gross, Thilo Front Syst Neurosci Neuroscience The neural criticality hypothesis states that the brain may be poised in a critical state at a boundary between different types of dynamics. Theoretical and experimental studies show that critical systems often exhibit optimal computational properties, suggesting the possibility that criticality has been evolutionarily selected as a useful trait for our nervous system. Evidence for criticality has been found in cell cultures, brain slices, and anesthetized animals. Yet, inconsistent results were reported for recordings in awake animals and humans, and current results point to open questions about the exact nature and mechanism of criticality, as well as its functional role. Therefore, the criticality hypothesis has remained a controversial proposition. Here, we provide an account of the mathematical and physical foundations of criticality. In the light of this conceptual framework, we then review and discuss recent experimental studies with the aim of identifying important next steps to be taken and connections to other fields that should be explored. Frontiers Media S.A. 2014-09-23 /pmc/articles/PMC4171833/ /pubmed/25294989 http://dx.doi.org/10.3389/fnsys.2014.00166 Text en Copyright © 2014 Hesse and Gross. http://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) or licensor 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 Hesse, Janina Gross, Thilo Self-organized criticality as a fundamental property of neural systems |
title | Self-organized criticality as a fundamental property of neural systems |
title_full | Self-organized criticality as a fundamental property of neural systems |
title_fullStr | Self-organized criticality as a fundamental property of neural systems |
title_full_unstemmed | Self-organized criticality as a fundamental property of neural systems |
title_short | Self-organized criticality as a fundamental property of neural systems |
title_sort | self-organized criticality as a fundamental property of neural systems |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4171833/ https://www.ncbi.nlm.nih.gov/pubmed/25294989 http://dx.doi.org/10.3389/fnsys.2014.00166 |
work_keys_str_mv | AT hessejanina selforganizedcriticalityasafundamentalpropertyofneuralsystems AT grossthilo selforganizedcriticalityasafundamentalpropertyofneuralsystems |