Chaos × Neuroplasticity · Cognitive Neuroscience

Landau–Ginzburg theory of cortex dynamics: Scale-free avalanches emerge at the edge of synchronization

Serena Di Santo et al. · Jan 29, 2018

The authors found that scale-free avalanches appear when their model reaches the edge of synchronization rather than a standard active transition.

In short

The authors built a simplified mathematical model of the cortex that includes randomness and space to study how neural activity patterns form. They found that scale-free avalanches appear not when the brain switches from quiet to active, but specifically at the point where oscillations begin to synchronize. This matters because it offers a simple framework to explain diverse brain states like sleep cycles without assuming traditional criticality is the only driver of large-scale activity.

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Read it at pnas.org (opens in a new tab)

Next in the stack: A solution to the learning dilemma for recurrent networks of spiking neurons →

Field
Cognitive Neuroscience
Authors
Serena Di Santo, Pablo Villegas, Raffaella Burioni, Miguel A. Muñoz
Published
Jan 29, 2018
Cited by
215 papers
Theme
Chaos × Neuroplasticity
In the glossary
Chaos, Criticality, Neuronal avalanche, Neuroplasticity, Oscillations, Stochastic, Synchronization
Kept since
Sep 28, 2026
How I rank it
2 of 5
Found by
The discovery feed