Passivity Analysis of Neural Networks With Time-Varying Delays
Shengyuan Xu, Wei Xing Zheng, Yun Zou · IEEE Transactions on Circuits & Systems II Express Briefs · 2009
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.