Robust stability analysis of impulsive quaternion-valued neural networks with distributed delays and parameter uncertainties

Abstract In this paper, an impulsive quaternion-valued neural networks (QVNNs) model with leakage, discrete, and distributed delays is considered. Based on the homeomorphic mapping method, Lyapunov stability theorem, and linear matrix inequality (LMI) approach, sufficient conditions for the existenc...

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Bibliographic Details
Main Authors: Jielin Zhou, Yuanshun Tan, Xiaofeng Chen, Zijian Liu
Format: Article
Language:English
Published: SpringerOpen 2021-01-01
Series:Advances in Difference Equations
Subjects:
Online Access:https://doi.org/10.1186/s13662-020-03078-x