Balance between Excitation and Inhibition Controls the Temporal Organization of Neuronal Avalanches

F. Lombardi, H. J. Herrmann, C. Perrone-Capano, D. Plenz, and L. de Arcangelis
Phys. Rev. Lett. 108, 228703 – Published 31 May 2012

Abstract

Neuronal avalanches, measured in vitro and in vivo, exhibit a robust critical behavior. Their temporal organization hides the presence of correlations. Here we present experimental measurements of the waiting time distribution between successive avalanches in the rat cortex in vitro. This exhibits a nonmonotonic behavior not usually found in other natural processes. Numerical simulations provide evidence that this behavior is a consequence of the alternation between states of high and low activity, named up and down states, leading to a balance between excitation and inhibition controlled by a single parameter. During these periods, both the single neuron state and the network excitability level, keeping memory of past activity, are tuned by homeostatic mechanisms.

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  • Received 24 November 2011

DOI:https://doi.org/10.1103/PhysRevLett.108.228703

© 2012 American Physical Society

Authors & Affiliations

F. Lombardi1, H. J. Herrmann1,2, C. Perrone-Capano3, D. Plenz4, and L. de Arcangelis5

  • 1Institute Computational Physics for Engineering Materials, ETH, Zürich, Switzerland
  • 2Departamento de Física, Universidade Federal do Ceará, 60451-970 Fortaleza, Ceará, Brazil
  • 3Biological Sciences Department, University of Naples Federico II and IGB-CNR, Napoli, Italy
  • 4Section on Critical Brain Dynamics, NIH, Bethesda, Maryland 20892, USA
  • 5Department of Information Engineering, Second University of Naples, Aversa (CE), Italy

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Issue

Vol. 108, Iss. 22 — 1 June 2012

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