How critical is brain criticality?

J O'Byrne, K Jerbi - Trends in Neurosciences, 2022 - cell.com
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 …

The fractal brain: scale-invariance in structure and dynamics

GF Grosu, AV Hopp, VV Moca, H Bârzan… - Cerebral …, 2023 - academic.oup.com
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 …

25 years of criticality in neuroscience—established results, open controversies, novel concepts

J Wilting, V Priesemann - Current opinion in neurobiology, 2019 - Elsevier
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 …

Control of criticality and computation in spiking neuromorphic networks with plasticity

B Cramer, D Stöckel, M Kreft, M Wibral… - Nature …, 2020 - nature.com
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 …

Tackling the subsampling problem to infer collective properties from limited data

A Levina, V Priesemann, J Zierenberg - Nature Reviews Physics, 2022 - nature.com
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 …

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 …

Self-organization toward criticality by synaptic plasticity

R Zeraati, V Priesemann, A Levina - Frontiers in Physics, 2021 - frontiersin.org
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 …

Adaptive, locally linear models of complex dynamics

AC Costa, T Ahamed… - Proceedings of the …, 2019 - National Acad Sciences
The dynamics of complex systems generally include high-dimensional, nonstationary, and
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

V Buendía, P Villegas, R Burioni, MA Muñoz - Physical Review Research, 2021 - APS
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 …

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 …