Stability and Hopf bifurcation analysis of fractional-order complex-valued neural networks with time delays

Stability and Hopf bifurcation analysis of fractional-order complex-valued neural networks with time delays

Abstract This paper considers a class of fractional-order complex-valued Hopfield neural networks (CVHNNs) with time delay for analyzing the dynamic behaviors such as local asymptotic stability and Hopf bifurcation. In the case of a neural network with hub and ring structure, the stability of the eq...

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Bibliographic Details
Main Authors: R Rakkiyappan, K Udhayakumar, G Velmurugan, Jinde Cao, Ahmed Alsaedi
Format: Article
Language:English
Published: SpringerOpen 2017-08-01
Series:Advances in Difference Equations
Subjects:
Hopfield neural networks
fractional-order
time delays
hub structure
ring structure
stability
Online Access:http://link.springer.com/article/10.1186/s13662-017-1266-3

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http://link.springer.com/article/10.1186/s13662-017-1266-3

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