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Stability analysis of asynchronous states in neuronal networks with conductance-based inhibition.

作者信息

Leibold Christian

机构信息

Institute for Theoretical Biology, Humboldt-Universität zu Berlin, 10115 Berlin, Germany.

出版信息

Phys Rev Lett. 2004 Nov 12;93(20):208104. doi: 10.1103/PhysRevLett.93.208104. Epub 2004 Nov 11.

DOI:10.1103/PhysRevLett.93.208104
PMID:15600976
Abstract

Oscillations in networks of inhibitory interneurons have been reported at various sites of the brain and are thought to play a fundamental role in neuronal processing. This Letter provides a self-contained analytical framework that allows numerically efficient calculations of the population activity of a network of conductance-based integrate-and-fire neurons that are coupled through inhibitory synapses. Based on a normalization equation this Letter introduces a novel stability criterion for a network state of asynchronous activity and discusses its perturbations. The analysis shows that, although often neglected, the reversal potential of synaptic inhibition has a strong influence on the stability as well as the frequency of network oscillations.

摘要

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