ArticleFrontiers in psychology2022
Self-organized criticality as a framework for consciousness: A review study.
Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- Brain criticality and advanced meditation "cessation" events: An intensively sampled electroencephalography case study.IBRO neuroscience reports · 2026Article
- The entropic brain today.Brain : a journal of neurology · 2026Review
- Early reactivation of medial temporal lobe neurons during emergence from propofol anesthesia in neurosurgical patients.bioRxiv : the preprint server for biology · 2026Article
- EEG criticality as a prognostic tool for functional outcomes in sedated pediatric intensive care patients.Frontiers in computational neuroscience · 2026Article
- Sensor-Driven Localization of Airborne Contaminant Sources via the Sandpile-Advection Model and (1 + 1)-Evolution Strategy.Sensors (Basel, Switzerland) · 2025Article
- Macroscopic quantum effects in the brain: new insights into the fundamental principle underlying conscious processes.Frontiers in human neuroscience · 2025Article
- Critical dynamics in spontaneous EEG predict anesthetic-induced loss of consciousness and perturbational complexity.Communications biology · 2024Article
- Criticality in Alzheimer's and healthy brains: insights from phase-ordering.Cognitive neurodynamics · 2024Article
- Embodied Neural Systems Can Enable Iterative Investigations of Morally Relevant States.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Mindfulness meditation styles differently modulate source-level MEG microstate dynamics and complexity.Frontiers in neuroscience · 2024Article
- Criticality of resting-state EEG predicts perturbational complexity and level of consciousness during anesthesia.bioRxiv : the preprint server for biology · 2023Article
- Sensory-Processing Sensitivity Is Associated with Increased Neural Entropy.Entropy (Basel, Switzerland) · 2023Article
- A scoping review for building a criticality-based conceptual framework of altered states of consciousness.Frontiers in systems neuroscience · 2023Article
- Spontaneous neuronal avalanches as a correlate of access consciousness.Frontiers in psychology · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
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 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 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.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.