Generalized norm for existence, uniqueness and stability of Hopfield neural networks with discrete and distributed delays

DOI10.1016/j.neunet.2020.05.014zbMath1471.93230OpenAlexW3026806442WikidataQ95850331 ScholiaQ95850331MaRDI QIDQ1982439

Guoliang Wei, Shiping Wen, Tingwen Huang, Huamin Wang

Publication date: 8 September 2021

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

Full work available at URL: https://doi.org/10.1016/j.neunet.2020.05.014

zbMATH Keywords

exponential stabilityHopfield neural networks\(\xi\)-normdiscrete-distributed delays

Mathematics Subject Classification ID

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

Related Items (9)

Exponential stability of Hopfield neural networks of neutral type with multiple time-varying delays ⋮ Exponential stability of stochastic Hopfield neural network with mixed multiple delays ⋮ Exponential Lagrangian stability and stabilization of memristor-based neural networks with unbounded time-varying delays ⋮ Stochastic exponential synchronization for delayed neural networks with semi-Markovian switchings: saturated heterogeneous sampling communication ⋮ Periodic solutions and spatial patterns induced by mixed delays in a diffusive spruce budworm model with Holling II predation function ⋮ Novel criteria for global robust stability of dynamical neural networks with multiple time delays ⋮ Multistability and associative memory of neural networks with Morita-like activation functions ⋮ Bounded real lemmas for inertial neural networks with unbounded mixed delays and state-dependent switching ⋮ Inequalities and \(p\)th moment exponential stability of impulsive delayed Hopfield neural networks

Cites Work

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• Global exponential stability of a class of impulsive cellular neural networks with supremums
• Global Attractivity in Delayed Hopfield Neural Network Models
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