4.7 Article

New passivity criteria for neural networks with time-varying delay

期刊

NEURAL NETWORKS
卷 22, 期 7, 页码 864-868

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.neunet.2009.05.012

关键词

Delay; Lyapunov; Neural Network; Passivity; Uncertainty

资金

  1. National Natural Science Foundation of China [60825303]
  2. Foundation for the Author of National Excellent Doctoral Dissertation of China [2007E4]
  3. China Postdoctoral Science Foundation [RGC HKU 7031/06P]

向作者/读者索取更多资源

In this paper, improved criteria for the passivity of neural networks with time delay are proposed. The improvement is achieved by exploiting the finer relationships between the time-varying delay and its size bound which allow the use of more slack variables. It is illustrated via numerical examples that the proposed results are less conservative than those available in the literature. (C) 2009 Elsevier Ltd. All rights reserved.

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