Finite-Time Boundedness Analysis of a Class of Neutral Type Neural Networks with Time Delays

Authors:
Jianfeng Wang;Jigui Jian;Peng Yan
Affiliations:
Institute of Nonlinear and Complex Systems, China Three Gorges University, Yichang, China 443002;Institute of Nonlinear and Complex Systems, China Three Gorges University, Yichang, China 443002;Institute of Nonlinear and Complex Systems, China Three Gorges University, Yichang, China 443002
Venue:
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Year:
2009

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Abstract

In this paper, the finite time boundedness (FTB) for certain and uncertain neutral type neural networks are investigated. The concept of FTB for time delay system is extended first. Then, based on the Lyapunov stability theory and linear matrix inequality (LMI) technique, some sufficient conditions are derived to guarantee FTB, and our results are less conservative than exiting results. Finally, some examples are given to demonstrate the effectiveness and improvement of the proposed results.