Multistability analysis for a general class of delayed Cohen–Grossberg neural networks

In this paper, by discussing parameter conditions based on properties of activation functions, we decompose state space into positively invariant sets and establish sufficient conditions for the existence of locally stable equilibria for delayed Cohen–Grossberg neural networks (CGNNs) through Cauchy...

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Veröffentlicht in:	Information sciences 2012-03, Vol.187, p.233-244
Hauptverfasser:	Huang, Zhenkun, Feng, Chunhua, Mohamad, Sannay
Format:	Artikel
Sprache:	eng
Schlagworte:	Cohen–Grossberg neural networks Computer simulation Convergence Criteria Equilibrium Exponential stability Invariants Mathematical analysis Mathematical models Multistability analysis Neural networks Orbits Periodic orbit
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