2022
Self-organized criticality as a framework for consciousness: A review study
Abstract: ObjectiveNo 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 can…
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Cited by 19 publications
(12 citation statements)
References 143 publications
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“…SOC offers an attractive theoretical framework for the brain, since it predicts the empirical evidences of optimal information processing (Shew et al, 2011;Shew and Plenz, 2013), dynamical range (Kinouchi and Copelli, 2006;Larremore et al, 2011), and maximization of metastability (Tognoli and Kelso, 2014). It was previously suggested that SOC could serve as a framework for Consciousness as well (Werner, 2009;Carhart-Harris et al, 2014;Tagliazucchi, 2017;Walter and Hinterberger, 2022). In fact, criticality was linked to IIT as a necessary condition for integration of information (Kim and Lee, 2019;Popiel et al, 2020), and it is compatible with predictions from the GNW hypothesis (Tagliazucchi, 2017), among other frameworks.…”
Section: Avalanches and Consciousnesssupporting
confidence: 52%
“…SOC offers an attractive theoretical framework for the brain, since it predicts the empirical evidences of optimal information processing (Shew et al, 2011;Shew and Plenz, 2013), dynamical range (Kinouchi and Copelli, 2006;Larremore et al, 2011), and maximization of metastability (Tognoli and Kelso, 2014). It was previously suggested that SOC could serve as a framework for Consciousness as well (Werner, 2009;Carhart-Harris et al, 2014;Tagliazucchi, 2017;Walter and Hinterberger, 2022). In fact, criticality was linked to IIT as a necessary condition for integration of information (Kim and Lee, 2019;Popiel et al, 2020), and it is compatible with predictions from the GNW hypothesis (Tagliazucchi, 2017), among other frameworks.…”
Section: Avalanches and Consciousnesssupporting
confidence: 52%
“…Our results indicate that in both meditation conditions, Hurst exponent values are reduced with respect to the value observed during (2018) who showed a reduction of long-range temporal correlations of neural oscillations during FAM compared to REST in experienced meditators but not in meditation-naïve healthy volunteers, arguing that the focus of attention reduces information propagation by shifting the system toward a subcritical regime. Similarly, Walter and Hinterberger (2022) observed a significant reduction in long-range temporal correlation in three different meditation conditions (FAM, presence monitoring, thoughtless emptiness) compared to REST in highly proficient meditators.…”
Section: Discussionmentioning
confidence: 69%
“…do not have poles neither in κ nor in ϵ. The γ−functions, γ E (34) and γ E ≡ D µ log Z E are also the analytic functions in κ and ϵ.…”
Section: Rg-equations For the Asmmentioning
confidence: 88%
