Neuronal avalanches imply maximum dynamic range in cortical networks at criticality

Details Neuronal avalanches imply maximum dynamic range in cortical networks at criticality Neuronal avalanches imply maximum dynamic range in cortical networks at criticality

2009-06-02

arxiv.org/abs/0906.0527v3

Biology

Quantitative Biology

Neurons and Cognition

main text - 16 pages, 4 figures; supplementary materials - 6 pages, 5 figures

Scientific paper

Spontaneous neuronal activity is a ubiquitous feature of cortex. Its spatiotemporal organization reflects past input and modulates future network output. Here we study whether a particular type of spontaneous activity is generated by a network that is optimized for input processing. Neuronal avalanches are a type of spontaneous activity observed in superficial cortical layers in vitro and in vivo with statistical properties expected from a network in a 'critical state'. Theory predicts that the critical state and, therefore, neuronal avalanches are optimal for input processing, but until now, this is untested in experiments. Here, we use cortex slice cultures grown on planar microelectrode arrays to demonstrate that cortical networks which generate neuronal avalanches benefit from maximized dynamic range, i.e. the ability to respond to the greatest range of stimuli. By changing the ratio of excitation and inhibition in the cultures, we derive a network tuning curve for stimulus processing as a function of distance from the critical state in agreement with predictions from our simulations. Our findings suggest that in the cortex, (1) balanced excitation and inhibition establishes the critical state, which maximizes the range of inputs that can be processed and (2) spontaneous activity and input processing are unified in the context of critical phenomena.

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