Stability and Synchronization of Delayed Quaternion-Valued Neural Networks under Multi-Disturbances

Stability and Synchronization of Delayed Quaternion-Valued Neural Networks under Multi-Disturbances

This paper discusses a type of mixed-delay quaternion-valued neural networks (QVNNs) under impulsive and stochastic disturbances. The considered QVNNs model are treated as a whole, rather than as complex-valued neural networks (NNs) or four real-valued NNs. Using the vector Lyapunov function method,...

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Bibliographic Details
Main Authors: Jibin Yang, Xiaohui Xu, Quan Xu, Haolin Yang, Mengge Yu
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Mathematics
Subjects:
quaternion-valued neural networks
impulsive disturbances
stochastic disturbances
mixed delays
mean-square exponential stability
mean-square exponential synchronization
Online Access:https://www.mdpi.com/2227-7390/12/6/917

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https://www.mdpi.com/2227-7390/12/6/917

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