期刊
NONLINEAR DYNAMICS
卷 67, 期 2, 页码 1695-1707出版社
SPRINGER
DOI: 10.1007/s11071-011-0097-0
关键词
Passivity; Neural networks; Uncertainty; Leakage delay; Time-varying delay; Linear matrix inequality
资金
- National Natural Science Foundation of China [60974132, 60874088]
In this paper, the passivity problem is investigated for a class of uncertain neural networks with leakage delay and time-varying delay as well as generalized activation functions. By constructing appropriate Lyapunov-Krasovskii functionals, and employing Newton-Leibniz formulation and the free-weighting matrix method, several delay-dependent criteria for checking the passivity of the addressed neural networks are established in linear matrix inequality (LMI), which can be checked numerically using the effective LMI toolbox in MATLAB. Two examples with simulations are given to show the effectiveness and less conservatism of the proposed criteria.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据