Global exponential stability conditions for quaternion-valued neural networks with leakage, transmission and distribution delays

Global exponential stability conditions for quaternion-valued neural networks with leakage, transmission and distribution delays

This paper studies the global exponential stability problem of quaternion-valued neural networks (QVNNs) with leakage, transmission, and distribution delays. To address this issue, a direct method based on system solutions is proposed to ensure the global exponential stability of the considered netw...

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Bibliographic Details
Main Authors: Li Zhu, Er-yong Cong, Xian Zhang
Format: Article
Language:English
Published: AIMS Press 2023-06-01
Series:AIMS Mathematics
Subjects:
global exponential stability
distribution delays
transmission time-varying delays
quaternion-valued neural networks
leakage delay
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2023970?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2023970?viewType=HTML

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