Direct quaternion method-based stability criteria for quaternion-valued Takagi-Sugeno fuzzy BAM delayed neural networks using quaternion-valued Wirtinger-based integral inequality

Direct quaternion method-based stability criteria for quaternion-valued Takagi-Sugeno fuzzy BAM delayed neural networks using quaternion-valued Wirtinger-based integral inequality

This paper investigates the global asymptotic stability problem for a class of quaternion-valued Takagi-Sugeno fuzzy BAM neural networks with time-varying delays. By applying Takagi-Sugeno fuzzy models, we first consider a general form of quaternion-valued Takagi-Sugeno fuzzy BAM neural networks wit...

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Bibliographic Details
Main Authors: R. Sriraman, P. Vignesh, V. C. Amritha, G. Rachakit, Prasanalakshmi Balaji
Format: Article
Language:English
Published: AIMS Press 2023-03-01
Series:AIMS Mathematics
Subjects:
global asymptotic stability
quaternion-valued neural networks
lyapunov-krasovskii functional
takagi-sugeno fuzzy
time-varying delays
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2023532?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2023532?viewType=HTML

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