Direkt zum Inhalt

Walter, Nike ; Hinterberger, Thilo

Self-organized criticality as a framework for consciousness: A review study

Walter, Nike and Hinterberger, Thilo (2022) Self-organized criticality as a framework for consciousness: A review study. Frontiers in Psychology 13.

Date of publication of this fulltext: 29 Sep 2022 05:34
Article
DOI to cite this document: 10.5283/epub.52934


Abstract

Objective: No current model of consciousness is univocally accepted on either theoretical or empirical grounds, and the need for a solid unifying framework is evident. Special attention has been given to the premise that self-organized criticality (SOC) is a fundamental property of neural system. SOC provides a competitive model to describe the physical mechanisms underlying spontaneous brain ...

Objective:
No current model of consciousness is univocally accepted on either theoretical or empirical grounds, and the need for a solid unifying framework is evident. Special attention has been given to the premise that self-organized criticality (SOC) is a fundamental property of neural system. SOC provides a competitive model to describe the physical mechanisms underlying spontaneous brain activity, and thus, critical dynamics were proposed as general gauges of information processing representing a strong candidate for a surrogate measure of consciousness. As SOC could be a neurodynamical framework, which may be able to bring together existing theories and experimental evidence, the purpose of this work was to provide a comprehensive overview of progress of research on SOC in association with consciousness.
Methods:
A comprehensive search of publications on consciousness and SOC published between 1998 and 2021 was conducted. The Web of Science database was searched, and annual number of publications and citations, type of articles, and applied methods were determined.
Results:
A total of 71 publications were identified. The annual number of citations steadily increased over the years. Original articles comprised 50.7% and reviews/theoretical articles 43.6%. Sixteen studies reported on human data and in seven studies data were recorded in animals. Computational models were utilized in n = 12 studies. EcoG data were assessed in n = 4 articles, fMRI in n = 4 studies, and EEG/MEG in n = 10 studies. Notably, different analytical tools were applied in the EEG/MEG studies to assess a surrogate measure of criticality such as the detrended fluctuation analysis, the pair correlation function, parameters from the neuronal avalanche analysis and the spectral exponent.
Conclusion:
Recent studies pointed out agreements of critical dynamics with the current most influencing theories in the field of consciousness research, the global workspace theory and the integrated information theory. Thus, the framework of SOC as a neurodynamical parameter for consciousness seems promising. However, identified experimental work was small in numbers, and a heterogeneity of applied analytical tools as a surrogate measure of criticality was observable, which limits the generalizability of findings.



Involved Institutions


Details

Item typeArticle
Journal or Publication TitleFrontiers in Psychology
Publisher:Frontiers
Volume:13
Date15 July 2022
InstitutionsMedicine > Abteilung für Psychosomatische Medizin
Identification Number
ValueType
10.3389/fpsyg.2022.911620DOI
Keywordsself-organized criticality (theory), neurodynamical model, theories of consciousness, complexity, phase transition
Dewey Decimal Classification600 Technology > 610 Medical sciences Medicine
StatusPublished
RefereedYes, this version has been refereed
Created at the University of RegensburgYes
URN of the UB Regensburgurn:nbn:de:bvb:355-epub-529347
Item ID52934

Export bibliographical data

Owner only: item control page

nach oben