Addressing skepticism of the critical brain hypothesis

JM Beggs - Frontiers in computational neuroscience, 2022 - frontiersin.org
The hypothesis that living neural networks operate near a critical phase transition point has
received substantial discussion. This “criticality hypothesis” is potentially important because …

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 …

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 …

Subsampled directed-percolation models explain scaling relations experimentally observed in the brain

TTA Carvalho, AJ Fontenele… - Frontiers in Neural …, 2021 - frontiersin.org
Recent experimental results on spike avalanches measured in the urethane-anesthetized
rat cortex have revealed scaling relations that indicate a phase transition at a specific level …

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 …

The recovery of parabolic avalanches in spatially subsampled neuronal networks at criticality

K Srinivasan, TL Ribeiro, P Kells, D Plenz - Scientific Reports, 2024 - nature.com
Scaling relationships are key in characterizing complex systems at criticality. In the brain,
they are evident in neuronal avalanches—scale-invariant cascades of neuronal activity …

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 …

In and Out of Criticality? State-Dependent Scaling in the Rat Visual Cortex

DM Castro, T Feliciano, NAP de Vasconcelos… - PRX Life, 2024 - APS
The presumed proximity to a critical point is believed to endow the brain with scale-invariant
statistics, which are thought to confer various functional advantages in terms of its …

Scale-free behavioral dynamics directly linked with scale-free cortical dynamics

SA Jones, JH Barfield, VK Norman, WL Shew - Elife, 2023 - elifesciences.org
Naturally occurring body movements and collective neural activity both exhibit complex
dynamics, often with scale-free, fractal spatiotemporal structure. Scale-free dynamics of both …

Parabolic avalanche scaling in the synchronization of cortical cell assemblies

E Capek, TL Ribeiro, P Kells, K Srinivasan… - Nature …, 2023 - nature.com
Neurons in the cerebral cortex fire coincident action potentials during ongoing activity and in
response to sensory inputs. These synchronized cell assemblies are fundamental to cortex …