On pth moment exponential stability of stochastic Cohen-Grossberg neural networks with time-varying delays

doi:10.1016/j.neucom.2009.08.019

beta

On pth moment exponential stability of stochastic Cohen-Grossberg neural networks with time-varying delays

Chuangxia Huang, Jinde Cao

2010

Citations

Journal

Neurocomputing

Full text

Semantic Scholar

Key Takeaway

Key Takeaway: This paper presents novel sufficient conditions for pth moment exponential stability in non-autonomous stochastic Cohen-Grossberg neural networks with time-varying delays, modifies and generalizes some previously published results.

Abstract

With the help of Lyapunov function, stochastic analysis technique, generalized Halanay inequality and Hardy inequality, a set of novel sufficient conditions on pth moment exponential stability for non-autonomous stochastic Cohen-Grossberg neural networks is given, which modifies and generalizes some corresponding published results.

Text copied to clipboard

copied to clipboard