Passivity and absolute stabilization of a class of discrete-time nonlinear systems
Automatica (Journal of IFAC)
Passivity approach to fuzzy control systems
Automatica (Journal of IFAC)
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
Technical communique: Stability and robust stability for systems with a time-varying delay
Automatica (Journal of IFAC)
Neural Processing Letters
Expert Systems with Applications: An International Journal
Passivity analysis of neural networks with time-varying delays
IEEE Transactions on Circuits and Systems II: Express Briefs
Delay-Dependent Robust Stability for Uncertain Neutral System with Discrete and Distributed Delays
MINES '09 Proceedings of the 2009 International Conference on Multimedia Information Networking and Security - Volume 02
New results on passivity analysis of uncertain neural networks with time-varying delays
International Journal of Computer Mathematics
Passivity analysis and passification for uncertain signalprocessing systems
IEEE Transactions on Signal Processing
IEEE Transactions on Neural Networks
Improved Delay-Dependent Asymptotic Stability Criteria for Delayed Neural Networks
IEEE Transactions on Neural Networks
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This paper is concerned with delay-dependent passivity analysis for delayed neural networks (DNNs) of neutral type. We first discuss the passivity conditions for DNNs without uncertainties and then extend this result to the case of interval uncertainties. By partitioning the delay intervals into multiple equidistant subintervals, some appropriate Lyapunov-Krasovskii functionals (LKFs) are constructed on these intervals. Considering these new LKFs and using free-weighting matrix approach, several new passivity criteria are proposed in terms of linear matrix inequalities, which are dependent on the size of the time delay. Finally, five numerical examples are given to illustrate the effectiveness and less conservatism of the developed techniques.