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Multifractal distribution of spike intervals for two neurons with unreliable synapses

Johannes Kestler·Wolfgang Kinzel
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Abstract

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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Johannes Kestler, Wolfgang Kinzel. 2006-02-10. Multifractal distribution of spike intervals for two neurons with unreliable synapses. https://arxiv.org/abs/cond-mat/0602275

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