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

N Walter, T Hinterberger - Frontiers in Psychology, 2022 - frontiersin.org
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 …

A measure centrality index for systematic empirical comparison of consciousness theories

R Chis-Ciure, L Melloni, G Northoff - Neuroscience & Biobehavioral …, 2024 - Elsevier
Consciousness science is marred by disparate constructs and methodologies, making it
challenging to systematically compare theories. This foundational crisis casts doubts on the …

Measuring the dynamic balance of integration and segregation underlying consciousness, anesthesia, and sleep in humans

H Jang, GA Mashour, AG Hudetz, Z Huang - Nature communications, 2024 - nature.com
Consciousness requires a dynamic balance of integration and segregation in brain
networks. We report an fMRI-based metric, the integration-segregation difference (ISD) …

[HTML][HTML] Integrated information as a common signature of dynamical and information-processing complexity

PAM Mediano, FE Rosas, JC Farah… - … Journal of Nonlinear …, 2022 - pubs.aip.org
The apparent dichotomy between information-processing and dynamical approaches to
complexity science forces researchers to choose between two diverging sets of tools and …

A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences

LE Guerrero, LF Castillo, J Arango-Lopez… - Neural Computing and …, 2023 - Springer
The study of consciousness has gained momentum in recent years by the scientific
community. In this same sense, the relationship between cognitive sciences and artificial …

The emergence of integrated information, complexity, and 'consciousness' at criticality

NJM Popiel, S Khajehabdollahi, PM Abeyasinghe… - Entropy, 2020 - mdpi.com
Integrated Information Theory (IIT) posits that integrated information (Φ) represents the
quantity of a conscious experience. Here, the generalized Ising model was used to calculate …

From the origins to the stream of consciousness and its neural correlates

SB Yurchenko - Frontiers in integrative neuroscience, 2022 - frontiersin.org
There are now dozens of very different theories of consciousness, each somehow
contributing to our understanding of its nature. The science of consciousness needs …

[HTML][HTML] Critical integration in neural and cognitive systems: Beyond power-law scaling as the hallmark of soft assembly

M Aguilera, EA Di Paolo - Neuroscience & Biobehavioral Reviews, 2021 - Elsevier
Inspired by models of self-organized criticality, a family of measures quantifies long-range
correlations in neural and behavioral activity in the form of self-similar (eg, power-law …

A systematic approach to brain dynamics: cognitive evolution theory of consciousness

SB Yurchenko - Cognitive Neurodynamics, 2023 - Springer
The brain integrates volition, cognition, and consciousness seamlessly over three
hierarchical (scale-dependent) levels of neural activity for their emergence: a causal or …

Information dynamics of in silico EEG Brain Waves: Insights into oscillations and functions

G Menesse, JJ Torres - PLOS Computational Biology, 2024 - journals.plos.org
The relation between electroencephalography (EEG) rhythms, brain functions, and
behavioral correlates is well-established. Some physiological mechanisms underlying …