Dynamical behaviors of a class of recurrent neural networks with discontinuous neuron activations

DOI10.1016/J.APM.2009.03.014zbMath1178.37126OpenAlexW2027945611MaRDI QIDQ733463

Liping Li, Li-Hong Huang

Publication date: 16 October 2009

Published in: Applied Mathematical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.apm.2009.03.014

zbMATH Keywords

differential inclusion\(M\)-matrixglobal exponential stabilityFilippov solutiondiscontinuous recurrent neural network

Mathematics Subject Classification ID

Dynamical systems in biology (37N25) Neural networks for/in biological studies, artificial life and related topics (92B20) Ordinary differential inclusions (34A60)

Related Items (5)

Finite-time stabilization control for discontinuous time-delayed networks: new switching design ⋮ Almost periodicity for a class of delayed Cohen-Grossberg neural networks with discontinuous activations ⋮ A nonlinear version of the distributed Halanay inequality and its application ⋮ New criteria on exponential synchronization and existence of periodic solutions of complex BAM networks with delays ⋮ Robust almost periodic dynamics for interval neural networks with mixed time-varying delays and discontinuous activation functions

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