scholarly journals Robust exponential stability analysis for delayed neural networks with time-varying delay

2014 ◽  
Vol 2014 (1) ◽  
pp. 131 ◽  
Author(s):  
Jing-Chen Xie ◽  
Chin-Pin Chen ◽  
Pin-Lin Liu ◽  
Yoau-Chau Jeng
Keyword(s):  
Neural Networks ◽  
Stability Analysis ◽  
Exponential Stability ◽  
Time Varying ◽  
Robust Exponential Stability ◽  
Delayed Neural Networks ◽  
Time Varying Delay ◽  
Varying Delay

scholarly journals Robust Exponential Stability of Impulsive Stochastic Neural Networks with Leakage Time-Varying Delay

2014 ◽  
Vol 2014 ◽  
pp. 1-8 ◽  
Author(s):  
Chunge Lu ◽  
Linshan Wang
Keyword(s):  
Neural Networks ◽  
Exponential Stability ◽  
Lyapunov Functions ◽  
Stochastic Neural Networks ◽  
Time Varying ◽  
Mean Square ◽  
Robust Exponential Stability ◽  
Time Varying Delay ◽  
The Stability ◽  
Varying Delay

This paper investigates mean-square robust exponential stability of the equilibrium point of stochastic neural networks with leakage time-varying delays and impulsive perturbations. By using Lyapunov functions and Razumikhin techniques, some easy-to-test criteria of the stability are derived. Two examples are provided to illustrate the efficiency of the results.

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