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 …
The fractal brain: scale-invariance in structure and dynamics
The past 40 years have witnessed extensive research on fractal structure and scale-free
dynamics in the brain. Although considerable progress has been made, a comprehensive …
dynamics in the brain. Although considerable progress has been made, a comprehensive …
25 years of criticality in neuroscience—established results, open controversies, novel concepts
Highlights•The criticality hypothesis has received major attention in the past 25 years.•We
revise and discuss the experimental and conceptual controversies.•We propose that cortical …
revise and discuss the experimental and conceptual controversies.•We propose that cortical …
Control of criticality and computation in spiking neuromorphic networks with plasticity
The critical state is assumed to be optimal for any computation in recurrent neural networks,
because criticality maximizes a number of abstract computational properties. We challenge …
because criticality maximizes a number of abstract computational properties. We challenge …
Tackling the subsampling problem to infer collective properties from limited data
Despite the development of large-scale data-acquisition techniques, experimental
observations of complex systems are often limited to a tiny fraction of the system under …
observations of complex systems are often limited to a tiny fraction of the system under …
Neurodegenerative disease of the brain: a survey of interdisciplinary approaches
F Davenport, J Gallacher, Z Kourtzi… - Journal of the …, 2023 - royalsocietypublishing.org
Neurodegenerative diseases of the brain pose a major and increasing global health
challenge, with only limited progress made in develo** effective therapies over the last …
challenge, with only limited progress made in develo** effective therapies over the last …
Self-organization toward criticality by synaptic plasticity
Self-organized criticality has been proposed to be a universal mechanism for the emergence
of scale-free dynamics in many complex systems, and possibly in the brain. While such …
of scale-free dynamics in many complex systems, and possibly in the brain. While such …
Adaptive, locally linear models of complex dynamics
The dynamics of complex systems generally include high-dimensional, nonstationary, and
nonlinear behavior, all of which pose fundamental challenges to quantitative understanding …
nonlinear behavior, all of which pose fundamental challenges to quantitative understanding …
Hybrid-type synchronization transitions: Where incipient oscillations, scale-free avalanches, and bistability live together
The human cortex is never at rest but in a state of sparse and noisy neural activity that can
be detected at broadly diverse resolution scales. It has been conjectured that such a state is …
be detected at broadly diverse resolution scales. It has been conjectured that such a state is …
Criticality, connectivity, and neural disorder: a multifaceted approach to neural computation
K Heiney, O Huse Ramstad, V Fiskum… - Frontiers in …, 2021 - frontiersin.org
It has been hypothesized that the brain optimizes its capacity for computation by self-
organizing to a critical point. The dynamical state of criticality is achieved by striking a …
organizing to a critical point. The dynamical state of criticality is achieved by striking a …