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How critical is brain criticality?
Criticality is the singular state of complex systems poised at the brink of a phase transition
between order and randomness. Such systems display remarkable information-processing …
between order and randomness. Such systems display remarkable information-processing …
Is target-based drug discovery efficient? Discovery and “off-target” mechanisms of all drugs
A Sadri - Journal of medicinal chemistry, 2023 - ACS Publications
Target-based drug discovery is the dominant paradigm of drug discovery; however, a
comprehensive evaluation of its real-world efficiency is lacking. Here, a manual systematic …
comprehensive evaluation of its real-world efficiency is lacking. Here, a manual systematic …
Critical dynamics in spontaneous EEG predict anesthetic-induced loss of consciousness and perturbational complexity
Consciousness has been proposed to be supported by electrophysiological patterns poised
at criticality, a dynamical regime which exhibits adaptive computational properties …
at criticality, a dynamical regime which exhibits adaptive computational properties …
[HTML][HTML] An Integrated World Modeling Theory (IWMT) of consciousness: combining integrated information and global neuronal workspace theories with the free …
A Safron - Frontiers in artificial intelligence, 2020 - frontiersin.org
The Free Energy Principle and Active Inference Framework (FEP-AI) begins with the
understanding that persisting systems must regulate environmental exchanges and prevent …
understanding that persisting systems must regulate environmental exchanges and prevent …
A measure centrality index for systematic empirical comparison of consciousness theories
Consciousness science is marred by disparate constructs and methodologies, making it
challenging to systematically compare theories. This foundational crisis casts doubts on the …
challenging to systematically compare theories. This foundational crisis casts doubts on the …
[HTML][HTML] Serotonergic psychedelics LSD & psilocybin increase the fractal dimension of cortical brain activity in spatial and temporal domains
Psychedelic drugs, such as psilocybin and LSD, represent unique tools for researchers
investigating the neural origins of consciousness. Currently, the most compelling theories of …
investigating the neural origins of consciousness. Currently, the most compelling theories of …
[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 …
empirical grounds, and the need for a solid unifying framework is evident. Special attention …
A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences
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 …
community. In this same sense, the relationship between cognitive sciences and artificial …
[HTML][HTML] Criticality as a determinant of integrated information Φ in human brain networks
Integrated information theory (IIT) describes consciousness as information integrated across
highly differentiated but irreducible constituent parts in a system. However, in a complex …
highly differentiated but irreducible constituent parts in a system. However, in a complex …
Determining states of consciousness in the electroencephalogram based on spectral, complexity, and criticality features
N Walter, T Hinterberger - Neuroscience of Consciousness, 2022 - academic.oup.com
This study was based on the contemporary proposal that distinct states of consciousness are
quantifiable by neural complexity and critical dynamics. To test this hypothesis, it was aimed …
quantifiable by neural complexity and critical dynamics. To test this hypothesis, it was aimed …