Global exponential stability and existence of almost periodic solutions in distribution for Clifford-valued stochastic high-order Hopfield neural networks with time-varying delays

Global exponential stability and existence of almost periodic solutions in distribution for Clifford-valued stochastic high-order Hopfield neural networks with time-varying delays

In this paper, we consider a class of Clifford-valued stochastic high-order Hopfield neural networks with time-varying delays whose coefficients are Clifford numbers except the time delays. Based on the Banach fixed point theorem and inequality techniques, we obtain the existence and global exponent...

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Bibliographic Details
Main Authors: Nina Huo, Bing Li, Yongkun Li
Format: Article
Language:English
Published: AIMS Press 2022-01-01
Series:AIMS Mathematics
Subjects:
clifford-valued neural network
stochastic neural network
high-order hopfield neural network
almost periodic solution in distribution
global exponential stability
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2022202?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2022202?viewType=HTML

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