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Being Critical of Criticality in the Brain

Relatively recent work has reported that networks of neurons can produce avalanches of activity whose sizes follow a power law distribution. This suggests that these networks may be operating near a critical point, poised between a phase where activity rapidly dies out and a phase where activity is...

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Detalles Bibliográficos
Autores principales: Beggs, John M., Timme, Nicholas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3369250/
https://www.ncbi.nlm.nih.gov/pubmed/22701101
http://dx.doi.org/10.3389/fphys.2012.00163
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author Beggs, John M.
Timme, Nicholas
author_facet Beggs, John M.
Timme, Nicholas
author_sort Beggs, John M.
collection PubMed
description Relatively recent work has reported that networks of neurons can produce avalanches of activity whose sizes follow a power law distribution. This suggests that these networks may be operating near a critical point, poised between a phase where activity rapidly dies out and a phase where activity is amplified over time. The hypothesis that the electrical activity of neural networks in the brain is critical is potentially important, as many simulations suggest that information processing functions would be optimized at the critical point. This hypothesis, however, is still controversial. Here we will explain the concept of criticality and review the substantial objections to the criticality hypothesis raised by skeptics. Points and counter points are presented in dialog form.
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spelling pubmed-33692502012-06-13 Being Critical of Criticality in the Brain Beggs, John M. Timme, Nicholas Front Physiol Physiology Relatively recent work has reported that networks of neurons can produce avalanches of activity whose sizes follow a power law distribution. This suggests that these networks may be operating near a critical point, poised between a phase where activity rapidly dies out and a phase where activity is amplified over time. The hypothesis that the electrical activity of neural networks in the brain is critical is potentially important, as many simulations suggest that information processing functions would be optimized at the critical point. This hypothesis, however, is still controversial. Here we will explain the concept of criticality and review the substantial objections to the criticality hypothesis raised by skeptics. Points and counter points are presented in dialog form. Frontiers Research Foundation 2012-06-07 /pmc/articles/PMC3369250/ /pubmed/22701101 http://dx.doi.org/10.3389/fphys.2012.00163 Text en Copyright © 2012 Beggs and Timme. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.
spellingShingle Physiology
Beggs, John M.
Timme, Nicholas
Being Critical of Criticality in the Brain
title Being Critical of Criticality in the Brain
title_full Being Critical of Criticality in the Brain
title_fullStr Being Critical of Criticality in the Brain
title_full_unstemmed Being Critical of Criticality in the Brain
title_short Being Critical of Criticality in the Brain
title_sort being critical of criticality in the brain
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3369250/
https://www.ncbi.nlm.nih.gov/pubmed/22701101
http://dx.doi.org/10.3389/fphys.2012.00163
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