Physical Review Letters · 2019 · 243 citations · 33 references
Life SciencesNeurobiologyNeuroscienceComputational NeuroscienceNeurophysiologySystems NeuroscienceCortical NetworksCritical PhenomenaNeural Circuit DynamicsNeural Circuit ModelingNeuronal DynamicsPhase TransitionsAvalanche DynamicsCortical Circuit DynamicsCortical DynamicsCritical DynamicsCritical ExponentsCriticality In Neural SystemsDynamic Critical PhenomenaNeuronal Avalanche Dynamics
Since the first measurements of neuronal avalanches, the critical brain hypothesis has gained traction. However, if the brain is critical, what is the phase transition? For several decades, it has been known that the cerebral cortex operates in a diversity of regimes, ranging from highly synchronous states (with higher spiking variability) to desynchronized states (with lower spiking variability). Here, using both new and publicly available data, we test independent signatures of criticality and show that a phase transition occurs in an intermediate value of spiking variability, in both anesthetized and freely moving animals. The critical exponents point to a universality class different from mean-field directed percolation. Importantly, as the cortex hovers around this critical point, the avalanche exponents follow a linear relation that encompasses previous experimental results from different setups and is reproduced by a model.
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Neuronal Avalanches in Neocortical Circuits
John M. Beggs, Dietmar Plenz · Journal of Neuroscience · 2003 · 2.4K citations · Full text
Emergent complex neural dynamics
Dante R. Chialvo · Nature Physics · 2010 · 1.2K citations · Full text
Medicine, Neurobiology, Neuroscience +12