The perfect integrator driven by Poisson input and its approximation in the diffusion limit
Neurons and Cognition
2022-05-18 v2
Abstract
In this note we consider the perfect integrator driven by Poisson process input. We derive its equilibrium and response properties and contrast them to the approximations obtained by applying the diffusion approximation. In particular, the probability density in the vicinity of the threshold differs, which leads to altered response properties of the system in equilibrium.
Cite
@article{arxiv.1010.3537,
title = {The perfect integrator driven by Poisson input and its approximation in the diffusion limit},
author = {Moritz Helias and Moritz Deger and Stefan Rotter and Markus Diesmann},
journal= {arXiv preprint arXiv:1010.3537},
year = {2022}
}
Comments
7 pages, 3 figures, v2: corrected authors in reference