Multifractal distribution of spike intervals for two neurons with unreliable synapses
Disordered Systems and Neural Networks
2007-05-23 v1
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.
Keywords
Cite
@article{arxiv.cond-mat/0602275,
title = {Multifractal distribution of spike intervals for two neurons with unreliable synapses},
author = {Johannes Kestler and Wolfgang Kinzel},
journal= {arXiv preprint arXiv:cond-mat/0602275},
year = {2007}
}
Comments
4 pages, 5 figures