104 research outputs found
Stability Results for Uncertain Stochastic High-Order Hopfield Neural Networks with Time Varying Delays
Extração e exportação de nutrientes por variedades de cana-de-açúcar cultivadas sob irrigação plena
Delay-dependent exponential stability results for uncertain stochastic Hopfield neural networks with interval time-varying delays
Exponential stability for fuzzy BAM cellular neural networks with distributed leakage delays and impulses
Anti-synchronization control for delayed memristor-based distributed parameter NNs with mixed boundary conditions
LMI optimization problem of delay-dependent robust stability criteria for stochastic systems with polytopic and linear fractional uncertainties
This paper studies an LMI optimization problem of delay-dependent robust stability criteria for stochastic systems with polytopic and linear fractional uncertainties. The delay is assumed to be time-varying and belong to a given interval, which means that lower and upper bounds of this interval time-varying delay are available. The uncertainty under consideration includes polytopic-type uncertainty and linear fractional norm-bounded uncertainty. Based on the new Lyapunov-Krasovskii functional, some inequality techniques and stochastic stability theory, delay-dependent stability criteria are obtained in terms of Linear Matrix Inequalities (LMIs). Moreover, the derivative of time delays is allowed to take any value. Finally, four numerical examples are given to illustrate the effectiveness of the proposed method and to show an improvement over some results found in the literature
Global robust stability criteria for T-S fuzzy systems with distributed delays and time delay in the leakage term
Stability results for stochastic bidirectional associative memory neural networks with multiple discrete and distributed time-varying delays
This paper is concerned with the global asymptotic stability of a class of stochastic bidirectional associative memory neural networks with both multiple discrete and distributed time-varying delays. A new criterion of asymptotic stability is derived in terms of linear matrix inequality, which can be efficiently solved by a standard numerical software. An illustrative numerical example is also given to show the applicability and effectiveness of the proposed results
- …