Global exponential stability of a class of neural networks with variable delays

DOI10.1016/j.camwa.2004.03.015zbMath1085.34061OpenAlexW2074271002MaRDI QIDQ2485517

Wei Xing Zheng, Jinhui Zhang

Publication date: 5 August 2005

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.camwa.2004.03.015

zbMATH Keywords

Neural networkGlobal exponential stabilityGlobal asymptotical stabilityVariable delays

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Stability theory of functional-differential equations (34K20) Stability theory for smooth dynamical systems (37C75)

Related Items (11)

Harmless delays for global exponential stability of Cohen-Grossberg neural networks ⋮ Existence and global attractivity of almost periodic solution for DCNNs with time-varying coefficients ⋮ Asymptotic synchronization of a class of neural networks with reaction-diffusion terms and time-varying delays ⋮ Existence and global exponential stability of almost periodic solution for cnns with variable coefficients and delays ⋮ Stability and existence of periodic solutions of periodic cellular neural networks with time-vary delays ⋮ Exponential stability preservation in discrete-time analogues of artificial neural networks with distributed delays ⋮ Globally exponential stability of neural network with constant and variable delays ⋮ EXPONENTIAL STABILITY ANALYSIS OF NEURAL NETWORKS WITH VARIABLE DELAYS ⋮ The numerical simulation of periodic solutions for a neural network ⋮ Global exponential stability analysis of Cohen-Grossberg neural network with delays ⋮ Boundedness and global convergence of non-autonomous neural networks with variable delays

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