Dynamical behaviors for discontinuous and delayed neural networks in the framework of Filippov differential inclusions

DOI10.1016/j.neunet.2013.08.004zbMath1305.34142OpenAlexW2062777598WikidataQ46021515 ScholiaQ46021515MaRDI QIDQ460697

Zuowei Cai, Lian Duan, Ling-Ling Zhang, Li-Hong Huang

Publication date: 14 October 2014

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

Full work available at URL: https://doi.org/10.1016/j.neunet.2013.08.004

zbMATH Keywords

global convergencedifferential inclusionspositive periodic solutiondelayed neural networksdiscontinuous neuron activationKrasnoselskii's fixed point theorem of set-valued maps

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Stability theory of functional-differential equations (34K20) Applications of operator theory to differential and integral equations (47N20) Periodic solutions to functional-differential equations (34K13) Qualitative investigation and simulation of models involving functional-differential equations (34K60) Functional-differential inclusions (34K09)

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