Delay‐dependent robust stability analysis for interval neural networks with time‐varying delay
Fang Liu, Min Wu, Yong He, Yicheng Zhou, Ryuichi Yokoyama · IEEJ Transactions on Electrical and Electronic Engineering · 2011
Abstract This article deals with the problem of robust stability for interval neural networks with time‐varying delay. By constructing an appropriate Lyapunov–Krasovskii functional, using the S‐procedure and taking the relationship among the time‐varying delay, its upper bound and their difference into account, some linear matrix inequality(LMI) ‐based delay‐dependent stability criteria are obtained without ignoring any terms in the derivative of the Lyapunov–Krasovskii functional. Finally, two numerical examples are given to demonstrate the effectiveness and benefits of the proposed method. © 2011 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.