arXiv:cond-mat/0608552AbstractReferencesReviewsResources
Coherent response of the Hodgkin-Huxley neuron in the high-input regime
Alessandro Torcini, Stefano Luccioli, Thomas Kreuz
Published 2006-08-25Version 1
We analyze the response of the Hodgkin-Huxley neuron to a large number of uncorrelated stochastic inhibitory and excitatory post-synaptic spike trains. In order to clarify the various mechanisms responsible for noise-induced spike triggering we examine the model in its silent regime. We report the coexistence of two distinct coherence resonances: the first one at low noise is due to the stimulation of "correlated" subthreshold oscillations; the second one at intermediate noise variances is instead related to the regularization of the emitted spike trains.
Comments: 5 pages - 5 eps figures, contribution presented to the conference CNS 2006 held in Edinburgh (UK), to appear on Neurocomputing
Journal: Neurocomputing 70 (2007) 1943
Categories: cond-mat.dis-nn
Keywords: hodgkin-huxley neuron, coherent response, high-input regime, excitatory post-synaptic spike trains, distinct coherence resonances
Tags: conference paper, journal article
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