Robust Dissipativity Analysis of Hopfield-Type Complex-Valued Neural Networks with Time-Varying Delays and Linear Fractional Uncertainties

Robust Dissipativity Analysis of Hopfield-Type Complex-Valued Neural Networks with Time-Varying Delays and Linear Fractional Uncertainties

We study the robust dissipativity issue with respect to the Hopfield-type of complex-valued neural network (HTCVNN) models incorporated with time-varying delays and linear fractional uncertainties. To avoid the computational issues in the complex domain, we divide the original complex-valued system...

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Bibliographic Details
Main Authors: Pharunyou Chanthorn, Grienggrai Rajchakit, Sriraman Ramalingam, Chee Peng Lim, Raja Ramachandran
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Mathematics
Subjects:
dissipativity analysis
Hopfield neural networks
integral inequality
time-varying delays
Online Access:https://www.mdpi.com/2227-7390/8/4/595

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https://www.mdpi.com/2227-7390/8/4/595

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