Multifractal distribution of spike intervals for two neurons with unreliable synapses

Details Multifractal distribution of spike intervals for two neurons with unreliable synapses Multifractal distribution of spike intervals for two neurons with unreliable synapses

2006-02-10

arxiv.org/abs/cond-mat/0602275v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

4 pages, 5 figures

Scientific paper

Two neurons coupled by unreliable synapses are modeled by leaky integrate-and-fire neurons and stochastic on-off synapses. The dynamics is mapped to an iterated function system. Numerical calculations yield a multifractal distribution of interspike intervals. The Haussdorf, entropy and correlation dimensions are calculated as a function of synaptic strength and transmission probability.

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