Passivity Analysis of Neural Networks With Time-Varying Delays

  title={Passivity Analysis of Neural Networks With Time-Varying Delays},
  author={Shengyuan Xu and Wei Xing Zheng and Yun Zou},
  journal={IEEE Transactions on Circuits and Systems II: Express Briefs},
This brief considers the problem of passivity analysis for neural networks with both time-varying delays and norm-bounded parameter uncertainties. For two types of time-varying delays, delay-dependent passivity conditions are derived, respectively. These conditions are expressed in terms of linear matrix inequalities. An example is provided to show the less conservatism of the proposed conditions. 
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