scholarly journals Synchronization of Coupled Neutral-Type Neural Networks With Jumping-Mode-Dependent Discrete and Unbounded Distributed Delays

2013 ◽  
Vol 43 (1) ◽  
pp. 102-114 ◽  
Author(s):  
Yurong Liu ◽  
Zidong Wang ◽  
Jinling Liang ◽  
Xiaohui Liu
Keyword(s):  
Neural Networks ◽  
Neutral Type ◽  
Distributed Delays ◽  
Unbounded Distributed Delays

scholarly journals State Feedback Stabilization for Neutral-Type Neural Networks with Time-Varying Discrete and Unbounded Distributed Delays

2012 ◽  
Vol 2012 ◽  
pp. 1-12
Author(s):  
Yantao Wang ◽  
Xue Lin ◽  
Xian Zhang
Keyword(s):  
Neural Networks ◽  
State Feedback ◽  
Neutral Type ◽  
Feedback Stabilization ◽  
Distributed Delays ◽  
Jensen Inequality ◽  
Rate Dependent ◽  
Inequality Technique ◽  
Unbounded Distributed Delays ◽  
Cone Complementarity Linearization

The problem of stabilization for a class of neutral-type neural networks with discrete and unbounded distributed delays is investigated. By introducing an appropriate Lyapunov-Krasovskii functional and using Jensen inequality technique to deal with its derivative, delay-range-dependent and rate-dependent stabilization criteria are presented in the form of LMIs with nonlinear constraints. In order to solve the nonlinear problem, a cone complementarity linearization (CCL) algorithm is offered. In addition, several numerical examples are provided to illustrate the applicability of the proposed approach.

Sign in / Sign up

Export Citation Format

Share Document