Paper Title:
Robust Exponential Stability Analysis for Interval Neural Networks with Time Delay
  Abstract

The problem of robust exponential stability analysis for nonlinear uncertain interval neural networks with time delay is investigated. The nonlinear uncertainties are assumed to satisfy the cone constraint conditions. The interval parameters of the neural networks are equivalent to norm matched parameter uncertainties via some matrix transformations. The stable criteria for the uncertain interval neural networks with time delays are developed by use of the Lyapunov stability theory. All the stability conditions in this paper are presented in terms of linear matrix inequalities.

  Info
Periodical
Edited by
Qi Luo
Pages
2597-2601
DOI
10.4028/www.scientific.net/AMM.58-60.2597
Citation
S. Y. Qian, L. Xie, "Robust Exponential Stability Analysis for Interval Neural Networks with Time Delay", Applied Mechanics and Materials, Vols. 58-60, pp. 2597-2601, 2011
Online since
June 2011
Authors
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Dan Liu, Ni Hong Wang, Gui Ying Li
Abstract:This paper proposes a new method that it uses the neural network to construct the solution of the Hamiltion-Jacobi inequality (HJ), and it...
1505
Authors: Jia Yang, Qiang Xu, Cheng Bo Yu
Abstract:It is difficult to have good performance to control large delay time system. A neural network identification method for nonlinear system’s...
1067
Authors: Xiao Gang Jian, Jian Gxin Huang
Chapter 10: Environmentally Sustainable Manufacturing Processes and Systems
Abstract:In this paper, we analyze characteristics of two kinds of GA-Based neural networks. For large scale neural networks, it is necessary to...
3090
Authors: Na Rui Bu, Run Shan Bai, Zhang Zhen Li, De Zhong Lin
Chapter 6: Vibration, Noise Analysis and Control
Abstract:Analysis of slope stability based on BP neural network, the analytical model of slope stability is built. Aiming at the defects that BP...
1263
Authors: Chuan Zhi, Zhi Jian Li, Yi Shi
I. Color Science and Technology
Abstract:The nature of device color characteristic methods is the mutual conversion of device-dependent color space and device-independent color...
65