Robust exponential stability of uncertain impulsive stochastic neural networks with delayed impulses

DOI10.1016/j.jfranklin.2018.09.006zbMath1402.93196OpenAlexW2889796379WikidataQ115570713 ScholiaQ115570713MaRDI QIDQ1622228

Mingang Hua, Pei Cheng, Dianqiang Li, Fengqi Yao

Publication date: 19 November 2018

Published in: Journal of the Franklin Institute (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jfranklin.2018.09.006

zbMATH Keywords

neural networksrobust exponential stabilityuncertain impulsive stochastic system

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Control/observation systems with incomplete information (93C41) Robust stability (93D09) Stochastic systems in control theory (general) (93E03)

Related Items (14)

Practical stability of impulsive stochastic delayed systems driven by G-Brownian motion ⋮ A perspective on graph theory-based stability analysis of impulsive stochastic recurrent neural networks with time-varying delays ⋮ Stability analysis of stochastic BAM neural networks with reaction-diffusion, multi-proportional and distributed delays ⋮ Exponential stability of neutral stochastic delay differential equation with delay-dependent impulses ⋮ Robust exponential stability of discrete-time uncertain impulsive stochastic neural networks with delayed impulses ⋮ Passivity and synchronization of multiple multi-delayed neural networks via impulsive control ⋮ Input-to-state stability of stochastic differential systems with hybrid delay-dependent impulses ⋮ Effects of impulse delays on \(L_p\)-stability of a class of nonlinear time-delay systems ⋮ Exponential stability of non-linear neutral stochastic delay differential system with generalized delay-dependent impulsive points ⋮ Exponential stability theorems for discrete-time impulsive stochastic systems with delayed impulses ⋮ New stability criteria for linear impulsive systems with interval impulse-delay ⋮ Stability of stochastic nonlinear delay systems with delayed impulses ⋮ Stability analysis of split-step theta method for neutral stochastic delayed neural networks ⋮ Robust stochastic stability for multi-group coupled models with Markovian switching

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