Neural networks with non-smooth and impact activations
Dynamical Systems
2011-08-03 v1
Abstract
In this paper, we consider a model of impulsive recurrent neural networks with piecewise constant delay. The dynamics are presented by differential equations with discontinuities such as impulses at fixed moments and piecewise constant argument of generalized type. Sufficient conditions ensuring the existence, uniqueness and global asymptotic stability of the equilibrium point are obtained. By employing Green's function we derive new result of existence of the periodic solution. The global asymptotic stability of the solution is investigated. Examples with numerical simulations are given to validate the theoretical results.
Keywords
Cite
@article{arxiv.1108.0539,
title = {Neural networks with non-smooth and impact activations},
author = {M. U. Akhmet and E. Yilmaz},
journal= {arXiv preprint arXiv:1108.0539},
year = {2011}
}