Literature DB >> 28734836

Criticality in the brain: A synthesis of neurobiology, models and cognition.

Luca Cocchi1, Leonardo L Gollo2, Andrew Zalesky3, Michael Breakspear4.   

Abstract

Cognitive function requires the coordination of neural activity across many scales, from neurons and circuits to large-scale networks. As such, it is unlikely that an explanatory framework focused upon any single scale will yield a comprehensive theory of brain activity and cognitive function. Modelling and analysis methods for neuroscience should aim to accommodate multiscale phenomena. Emerging research now suggests that multi-scale processes in the brain arise from so-called critical phenomena that occur very broadly in the natural world. Criticality arises in complex systems perched between order and disorder, and is marked by fluctuations that do not have any privileged spatial or temporal scale. We review the core nature of criticality, the evidence supporting its role in neural systems and its explanatory potential in brain health and disease.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Keywords:  Bifurcations; Cognition; Dynamics; Metastability; Multistability; Power-law

Mesh:

Year:  2017        PMID: 28734836     DOI: 10.1016/j.pneurobio.2017.07.002

Source DB:  PubMed          Journal:  Prog Neurobiol        ISSN: 0301-0082            Impact factor:   11.685


  72 in total

Review 1.  REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics.

Authors:  R L Carhart-Harris; K J Friston
Journal:  Pharmacol Rev       Date:  2019-07       Impact factor: 25.468

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

Review 3.  Cognitive function: holarchy or holacracy?

Authors:  Codruta Birle; Dana Slavoaca; Maria Balea; Livia Livint Popa; Ioana Muresanu; Emanuel Stefanescu; Vitalie Vacaras; Constantin Dina; Stefan Strilciuc; Bogdan Ovidiu Popescu; Dafin F Muresanu
Journal:  Neurol Sci       Date:  2020-10-18       Impact factor: 3.307

4.  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

Review 5.  Role of Network Science in the Study of Anesthetic State Transitions.

Authors:  UnCheol Lee; George A Mashour
Journal:  Anesthesiology       Date:  2018-11       Impact factor: 7.892

6.  Cortical Circuit Dynamics Are Homeostatically Tuned to Criticality In Vivo.

Authors:  Zhengyu Ma; Gina G Turrigiano; Ralf Wessel; Keith B Hengen
Journal:  Neuron       Date:  2019-10-07       Impact factor: 17.173

7.  Less is more: wiring-economical modular networks support self-sustained firing-economical neural avalanches for efficient processing.

Authors:  Junhao Liang; Sheng-Jun Wang; Changsong Zhou
Journal:  Natl Sci Rev       Date:  2021-06-10       Impact factor: 17.275

8.  Determining states of consciousness in the electroencephalogram based on spectral, complexity, and criticality features.

Authors:  Nike Walter; Thilo Hinterberger
Journal:  Neurosci Conscious       Date:  2022-06-17

9.  Dynamic branching in a neural network model for probabilistic prediction of sequences.

Authors:  Elif Köksal Ersöz; Pascal Chossat; Martin Krupa; Frédéric Lavigne
Journal:  J Comput Neurosci       Date:  2022-08-10       Impact factor: 1.453

Review 10.  Computational models link cellular mechanisms of neuromodulation to large-scale neural dynamics.

Authors:  James M Shine; Eli J Müller; Brandon Munn; Joana Cabral; Rosalyn J Moran; Michael Breakspear
Journal:  Nat Neurosci       Date:  2021-05-06       Impact factor: 24.884

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