Almost Sure Exponential Stability of Uncertain Stochastic Hopfield Neural Networks Based on Subadditive Measures

For this paper, we consider the almost sure exponential stability of uncertain stochastic Hopfield neural networks based on subadditive measures. Firstly, we deduce two corollaries, using the Itô–Liu formula. Then, we introduce the concept of almost sure exponential stability for uncertain stochasti...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Zhifu Jia, Cunlin Li
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2023-07-01
Schriftenreihe:	Mathematics
Schlagworte:	Hopfield neural networks chance theory almost sure exponential stability Lyapunov method
Online-Zugang:	https://www.mdpi.com/2227-7390/11/14/3110
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