Mean square exponential stabilization analysis of stochastic neural networks with saturated impulsive input

DOI10.1016/j.neunet.2023.11.026OpenAlexW4388556616MaRDI QIDQ6143665

Hao Deng, Chuandong Li, Yinuo Wang, Fei Chang

Publication date: 24 January 2024

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2023.11.026

zbMATH Keywords

average impulsive intervalstochastic neural networksattractive domainimpulsive densitysaturated impulsive input

Mathematics Subject Classification ID

Stochastic stability in control theory (93E15) Exponential stability (93D23) Networked control (93B70) Impulsive control/observation systems (93C27)

Cites Work

• Input-to-state stability of impulsive stochastic delayed systems under linear assumptions
• Stability of impulsive stochastic differential delay systems and its application to impulsive stochastic neural networks
• Robust passivity analysis for stochastic impulsive neural networks with leakage and additive time-varying delay components
• Mean square stability analysis of impulsive stochastic differential equations with delays
• A unified synchronization criterion for impulsive dynamical networks
• Set invariance analysis and gain-scheduling control for LPV systems subject to actuator saturation
• Global exponential stability of high-order Hopfield neural networks with state-dependent impulses
• Saturated impulsive control of nonlinear systems with applications
• Output-feedback control for stochastic impulsive systems under round-robin protocol
• Input-to-state stability for nonlinear systems with stochastic impulses
• Fixed-time stabilization of impulsive Cohen-Grossberg BAM neural networks
• Robust fuzzy stabilization of nonlinear time-delay systems subject to impulsive perturbations
• Stabilization for switched stochastic systems with semi-Markovian switching signals and actuator saturation
• Local synchronization of nonlinear dynamical networks with hybrid impulsive saturation control inputs
• A survey on the modeling of hybrid behaviors: how to account for impulsive jumps properly
• Lyapunov conditions for input-to-state stability of impulsive systems
• Exponential stabilization of nonlinear systems under saturated control involving impulse correction
• On Spiking Models for Synaptic Activity and Impulsive Differential Equations
• Linear Matrix Inequalities in System and Control Theory
• Event-Triggered Leader-Following Consensus for Nonlinear Multiagent Systems Subject to Actuator Saturation Using Dynamic Output Feedback Method
• Stability of Solutions for Stochastic Impulsive Systems via Comparison Approach
• Global exponential stability of a general class of recurrent neural networks with time-varying delays
• Control systems with actuator saturation: analysis and design
• Exponential synchronization for variable-order fractional discontinuous complex dynamical networks with short memory via impulsive control

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