Literature DB >> 22627091

The functional benefits of criticality in the cortex.

Woodrow L Shew1, Dietmar Plenz.   

Abstract

Rapidly growing empirical evidence supports the hypothesis that the cortex operates near criticality. Although the confirmation of this hypothesis would mark a significant advance in fundamental understanding of cortical physiology, a natural question arises: What functional benefits are endowed to cortical circuits that operate at criticality? In this review, we first describe an introductory-level thought experiment to provide the reader with an intuitive understanding of criticality. Second, we discuss some practical approaches for investigating criticality. Finally, we review quantitative evidence that three functional properties of the cortex are optimized at criticality: 1) dynamic range, 2) information transmission, and 3) information capacity. We focus on recently reported experimental evidence and briefly discuss the theory and history of these ideas.

Mesh:

Year:  2012        PMID: 22627091     DOI: 10.1177/1073858412445487

Source DB:  PubMed          Journal:  Neuroscientist        ISSN: 1073-8584            Impact factor:   7.519


  123 in total

1.  Long-range temporal correlations in the brain distinguish conscious wakefulness from induced unconsciousness.

Authors:  Thomas Thiery; Tarek Lajnef; Etienne Combrisson; Arthur Dehgan; Pierre Rainville; George A Mashour; Stefanie Blain-Moraes; Karim Jerbi
Journal:  Neuroimage       Date:  2018-06-07       Impact factor: 6.556

2.  Single-Cell Membrane Potential Fluctuations Evince Network Scale-Freeness and Quasicriticality.

Authors:  James K Johnson; Nathaniel C Wright; Jì Xià; Ralf Wessel
Journal:  J Neurosci       Date:  2019-04-05       Impact factor: 6.167

3.  Information-based fitness and the emergence of criticality in living systems.

Authors:  Jorge Hidalgo; Jacopo Grilli; Samir Suweis; Miguel A Muñoz; Jayanth R Banavar; Amos Maritan
Journal:  Proc Natl Acad Sci U S A       Date:  2014-06-30       Impact factor: 11.205

4.  Metastable neural dynamics in Alzheimer's disease are disrupted by lesions to the structural connectome.

Authors:  Thomas H Alderson; Arun L W Bokde; J A Scott Kelso; Liam Maguire; Damien Coyle
Journal:  Neuroimage       Date:  2018-08-18       Impact factor: 6.556

Review 5.  Neural correlates of consciousness: progress and problems.

Authors:  Christof Koch; Marcello Massimini; Melanie Boly; Giulio Tononi
Journal:  Nat Rev Neurosci       Date:  2016-05       Impact factor: 34.870

6.  Charting moment-to-moment brain signal variability from early to late childhood.

Authors:  Vladimir Miskovic; Max Owens; Karl Kuntzelman; Brandon E Gibb
Journal:  Cortex       Date:  2016-07-15       Impact factor: 4.027

7.  Coexistence of critical sensitivity and subcritical specificity can yield optimal population coding.

Authors:  Leonardo L Gollo
Journal:  J R Soc Interface       Date:  2017-09       Impact factor: 4.118

8.  Control of criticality and computation in spiking neuromorphic networks with plasticity.

Authors:  Benjamin Cramer; David Stöckel; Markus Kreft; Michael Wibral; Johannes Schemmel; Karlheinz Meier; Viola Priesemann
Journal:  Nat Commun       Date:  2020-06-05       Impact factor: 14.919

9.  Firing Rate Homeostasis Can Occur in the Absence of Neuronal Activity-Regulated Transcription.

Authors:  Kelsey M Tyssowski; Katherine C Letai; Samuel D Rendall; Chao Tan; Anastasia Nizhnik; Pascal S Kaeser; Jesse M Gray
Journal:  J Neurosci       Date:  2019-10-31       Impact factor: 6.167

Review 10.  Moment-to-moment brain signal variability: a next frontier in human brain mapping?

Authors:  Douglas D Garrett; Gregory R Samanez-Larkin; Stuart W S MacDonald; Ulman Lindenberger; Anthony R McIntosh; Cheryl L Grady
Journal:  Neurosci Biobehav Rev       Date:  2013-03-01       Impact factor: 8.989

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