Literature DB >> 23214827

Power-law distribution of phase-locking intervals does not imply critical interaction.

M Botcharova1, S F Farmer, L Berthouze.   

Abstract

Neural synchronization plays a critical role in information processing, storage, and transmission. Characterizing the pattern of synchronization is therefore of great interest. It has recently been suggested that the brain displays broadband criticality based on two measures of synchronization, phase-locking intervals and global lability of synchronization, showing power-law statistics at the critical threshold in a classical model of synchronization. In this paper, we provide evidence that, within the limits of the model selection approach used to ascertain the presence of power-law statistics, the pooling of pairwise phase-locking intervals from a noncritically interacting system can produce a distribution that is similarly assessed as being power law. In contrast, the global lability of synchronization measure is shown to better discriminate critical from noncritical interaction.

Mesh:

Year:  2012        PMID: 23214827     DOI: 10.1103/PhysRevE.86.051920

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  5 in total

1.  Fading signatures of critical brain dynamics during sustained wakefulness in humans.

Authors:  Christian Meisel; Eckehard Olbrich; Oren Shriki; Peter Achermann
Journal:  J Neurosci       Date:  2013-10-30       Impact factor: 6.167

2.  Comment on "Broadband Criticality of Human Brain Network Synchronization" by Kitzbichler MG, Smith ML, Christensen SR, Bullmore E (2009) PLoS Comput Biol 5: e1000314.

Authors:  Simon Farmer
Journal:  PLoS Comput Biol       Date:  2015-05-07       Impact factor: 4.475

Review 3.  Self-organized criticality as a fundamental property of neural systems.

Authors:  Janina Hesse; Thilo Gross
Journal:  Front Syst Neurosci       Date:  2014-09-23

4.  Critical synchronization and 1/f noise in inhibitory/excitatory rich-club neural networks.

Authors:  Daniel Aguilar-Velázquez; Lev Guzmán-Vargas
Journal:  Sci Rep       Date:  2019-02-04       Impact factor: 4.379

5.  Markers of criticality in phase synchronization.

Authors:  Maria Botcharova; Simon F Farmer; Luc Berthouze
Journal:  Front Syst Neurosci       Date:  2014-09-24
  5 in total

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