Robust exponential stability of uncertain delayed neural networks with stochastic perturbation and impulse effects

T Huang, C Li, S Duan… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper focuses on the hybrid effects of parameter uncertainty, stochastic perturbation,
and impulses on global stability of delayed neural networks. By using the Ito formula …

Stability analysis of Markovian jump stochastic BAM neural networks with impulse control and mixed time delays

Q Zhu, J Cao - IEEE Transactions on Neural Networks and …, 2012 - ieeexplore.ieee.org
This paper discusses the issue of stability analysis for a class of impulsive stochastic
bidirectional associative memory neural networks with both Markovian jump parameters and …

Robust exponential stability of Markovian jump impulsive stochastic Cohen-Grossberg neural networks with mixed time delays

Q Zhu, J Cao - IEEE Transactions on Neural Networks, 2010 - ieeexplore.ieee.org
This paper is concerned with the problem of exponential stability for a class of Markovian
jump impulsive stochastic Cohen-Grossberg neural networks with mixed time delays and …

Delay-dependent stability and dissipativity analysis of generalized neural networks with Markovian jump parameters and two delay components

G Chen, J Xia, G Zhuang - Journal of the Franklin Institute, 2016 - Elsevier
This paper focuses on the problem of delay-dependent stability and dissipativity analysis of
generalized neural networks (GNNs) with Markovian jump parameters and two delay …

Exponential state estimation for Markovian jumping neural networks with time-varying discrete and distributed delays

D Zhang, L Yu - Neural Networks, 2012 - Elsevier
This paper is concerned with the exponential state estimation for Markovian jumping neural
networks with time-varying discrete and distributed delays. The parameters of the neural …

Delay-dependent stability criteria of uncertain Markovian jump neural networks with discrete interval and distributed time-varying delays

MS Ali, S Arik, R Saravanakumar - Neurocomputing, 2015 - Elsevier
In this paper, a class of uncertain neural networks with discrete interval and distributed time-
varying delays and Markovian jumping parameters (MJPs) are carried out. The Markovian …

Exponential stability for stochastic jumping BAM neural networks with time-varying and distributed delays

Q Zhu, C Huang, X Yang - Nonlinear Analysis: Hybrid Systems, 2011 - Elsevier
In this paper we study the stability for a class of stochastic jumping bidirectional associative
memory (BAM) neural networks with time-varying and distributed delays. To the best of our …

Robust stochastic stability of discrete-time fuzzy Markovian jump neural networks

A Arunkumar, R Sakthivel, K Mathiyalagan, JH Park - ISA transactions, 2014 - Elsevier
This paper focuses the issue of robust stochastic stability for a class of uncertain fuzzy
Markovian jumping discrete-time neural networks (FMJDNNs) with various activation …

Delay-dependent stochastic stability criteria for Markovian jumping neural networks with mode-dependent time-varying delays and partially known transition rates

J Tian, Y Li, J Zhao, S Zhong - Applied Mathematics and Computation, 2012 - Elsevier
In this paper, the problem of stochastic stability criterion of Markovian jumping neural
networks with mode-dependent time-varying delays and partially known transition rates is …

New exponential stability criteria for stochastic BAM neural networks with impulses

R Sakthivel, R Samidurai, SM Anthoni - Physica Scripta, 2010 - iopscience.iop.org
In this paper, we study the global exponential stability of time-delayed stochastic
bidirectional associative memory neural networks with impulses and Markovian jumping …