Lagrange Stability of Memristive Neural Networks With Discrete and Distributed Delays

2014 ◽  
Vol 25 (4) ◽  
pp. 690-703 ◽  
Author(s):  
Ailong Wu ◽  
Zhigang Zeng
Keyword(s):  
Neural Networks ◽  
Distributed Delays ◽  
Memristive Neural Networks ◽  
Lagrange Stability

scholarly journals Stability Analysis for Stochastic Neutral-Type Memristive Neural Networks with Time-Varying Delay and S-Type Distributed Delays

2017 ◽  
Vol 2017 ◽  
pp. 1-10 ◽  
Author(s):  
Changjian Wang ◽  
Zuoliang Xiong ◽  
Min Liang ◽  
Hongwei Yin
Keyword(s):  
Neural Networks ◽  
Stochastic Analysis ◽  
Neutral Type ◽  
Distributed Delays ◽  
Time Varying ◽  
Memristive Neural Networks ◽  
Time Varying Delay ◽  
System A ◽  
Analysis Theory ◽  
Varying Delay

In this paper, we consider the input-to-stability for a class of stochastic neutral-type memristive neural networks. Neutral terms and S-type distributed delays are taken into account in our system. Using the stochastic analysis theory and Itô formula, we obtain the conditions of mean-square exponential input-to-stability for system. A numerical example is given to illustrate the correctness of our conclusions.

Sign in / Sign up

Export Citation Format

Share Document