Improved passivity analysis for uncertain neural networks with time-varying delay

2016 ◽  
Author(s):  
Shiyou Peng ◽  
Shiguo Peng
Keyword(s):  
Neural Networks ◽  
Time Varying ◽  
Time Varying Delay ◽  
Passivity Analysis ◽  
Uncertain Neural Networks ◽  
Varying Delay

A Delay-Dependent Approach to Passivity Analysis for Uncertain Neural Networks with Time-varying Delay

2008 ◽  
Vol 27 (3) ◽  
pp. 237-246 ◽  
Author(s):  
Chien-Yu Lu ◽  
Hsun-Heng Tsai ◽  
Te-Jen Su ◽  
Jason Sheng-Hong Tsai ◽  
Chin-Wen Liao
Keyword(s):  
Neural Networks ◽  
Time Varying ◽  
Time Varying Delay ◽  
Passivity Analysis ◽  
Uncertain Neural Networks ◽  
Delay Dependent ◽  
Varying Delay

scholarly journals New Results on Passivity Analysis for Uncertain Neural Networks with Time-Varying Delay

2014 ◽  
Vol 2014 ◽  
pp. 1-9 ◽  
Author(s):  
Xueying Shao ◽  
Qing Lu ◽  
Hamid Reza Karimi ◽  
Jin Zhu
Keyword(s):  
Neural Networks ◽  
Time Delay ◽  
Linear Matrix ◽  
Delta Operator ◽  
Time Varying Delay ◽  
Passivity Analysis ◽  
Uncertain Neural Networks ◽  
The Stability ◽  
Delta Operator System ◽  
Varying Delay

The paper investigates the stability and passivity analysis problems for a class of uncertain neural networks with time-delay via delta operator approach. Both the parameter uncertainty and the generalized activation functions are considered in this paper. By constructing an appropriate Lyapunov-Krasovskii functional, some new stability and passivity conditions are obtained in terms of linear matrix inequalities (LMIs). The main characteristic of this paper is to obtain novel stability and passivity analysis criteria for uncertain neural networks with time-delay in the delta operator system framework. A numerical example is presented to demonstrate the effectiveness of the proposed results.

New passivity criteria for uncertain neural networks with time-varying delay

2016 ◽  
Vol 171 ◽  
pp. 1003-1012 ◽  
Author(s):  
Yuanyuan Li ◽  
Shouming Zhong ◽  
Jun Cheng ◽  
Kaibo Shi ◽  
Jiaojiao Ren
Keyword(s):  
Neural Networks ◽  
Time Varying ◽  
Time Varying Delay ◽  
Uncertain Neural Networks ◽  
Varying Delay
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