Global robust stability of delayed neural networks with a class of general activation functions

DOI10.1016/j.jcss.2004.05.002zbMath1076.68060OpenAlexW2075168045MaRDI QIDQ1765305

He Huang, Yuzhong Qu, Cao, Jinde

Publication date: 23 February 2005

Published in: Journal of Computer and System Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jcss.2004.05.002

zbMATH Keywords

Neural networksLyapunov functionalsTime delaysGlobal robust stability

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Robust stability (93D09)

Related Items (9)

Stability criteria for periodic neural networks with discrete and distributed delays ⋮ Robust stability of stochastic delayed additive neural networks with Markovian switching ⋮ On global asymptotic stability of neural networks with discrete and distributed delays ⋮ Robust stability analysis of switched Hopfield neural networks with time-varying delay under uncertainty ⋮ Robust stability analysis of generalized neural networks with discrete and distributed time delays ⋮ Robust exponential stability and domains of attraction in a class of interval neural networks ⋮ Global asymptotic stability for neural network models with distributed delays ⋮ On the dynamics of nonautonomous periodic general dynamical systems and differential inclusions ⋮ Some improved criteria for global robust exponential stability of neural networks with time-varying delays

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