General decay stability analysis of impulsive neural networks with mixed time delays

Tojtovska, Biljana; Jankovic, Svetlana

doi:https://doi.org/10.1016/j.neucom.2014.04.016

General decay stability analysis of impulsive neural networks with mixed time delays

Journal

Neurocomputing

Date Issued

2014

Author(s)

Jankovic, Svetlana

DOI

https://doi.org/10.1016/j.neucom.2014.04.016

Abstract

To the best of our knowledge, there are only few results on general decay stability applied to stochastic neural networks. In the paper, we study both the pth moment (p>=2) and the almost sure stability on a general decay rate for impulsive stochastic Cohen–Grossberg neural networks with mixed time delays. The presented theory allows us to study the pth moment stability even if the exponential stability cannot be valid. Some examples are given to support and illustrate the theory.

Subjects

Impulsive stochastic ...