Stability of delayed inertial neural networks on time scales: a unified matrix-measure approach

DOI10.1016/j.neunet.2020.06.020zbMath1478.93564OpenAlexW3037620381WikidataQ96770387 ScholiaQ96770387MaRDI QIDQ2057695

Tingwen Huang, Qiang Xiao

Publication date: 7 December 2021

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

Full work available at URL: https://doi.org/10.1016/j.neunet.2020.06.020

zbMATH Keywords

stabilitytime delaytime scaleinertial neural networkunified matrix-measure

Mathematics Subject Classification ID

Delay control/observation systems (93C43) Exponential stability (93D23) Networked control (93B70)

Related Items (9)

Existence and global asymptotic stability criteria for nonlinear neutral-type neural networks involving multiple time delays using a quadratic-integral Lyapunov functional ⋮ Global \(\mu \)-stabilization of quaternion-valued inertial BAM neural networks with time-varying delays via time-delayed impulsive control ⋮ Passivity-based synchronization for Markov switched neural networks with time delays and the inertial term ⋮ An inertial neural network approach for loco-manipulation trajectory tracking of mobile robot with redundant manipulator ⋮ Globally asymptotic stability analysis for memristor‐based competitive systems of reaction–diffusion delayed neural networks ⋮ Stability analysis based on a control adjuster for switched neural networks by trajectory similarity ⋮ Cluster synchronization for directed coupled inertial reaction-diffusion neural networks with nonidentical nodes via non-reduced order method ⋮ Novel criteria for robust stability of Cohen-Grossberg neural networks with multiple time delays ⋮ Global exponential stability of almost periodic solutions for quaternion-valued RNNs with mixed delays on time scales

Cites Work

• Synchronization of linear dynamical networks on time scales: pinning control via delayed impulses
• State estimation of T-S fuzzy delayed neural networks with Markovian jumping parameters using sampled-data control
• Some new results on stability and synchronization for delayed inertial neural networks based on non-reduced order method
• New results on global exponential dissipativity analysis of memristive inertial neural networks with distributed time-varying delays
• Delayed state-feedback control for stabilization of neural networks with leakage delay
• Fixed-time synchronization of inertial memristor-based neural networks with discrete delay
• Matrix measure strategies for stability and synchronization of inertial BAM neural network with time delays
• Exponential stability for a class of memristive neural networks with mixed time-varying delays
• An estimation of the domain of attraction and convergence rate for Hopfield continuous feedback neural networks
• Global exponential stabilization of impulsive neural networks with unbounded continuously distributed delays

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