DELAY-INDUCED HOPF BIFURCATION OF A FRACTIONAL-ORDER NEURAL NETWORK WITH BOTH NEUTRAL AND INERTIAL TERMS

This paper focuses on the stability and bifurcation in a fractional-order neutral-type inertial neural network with time delay. We mainly analyze the new system with time delay by using Cramer's rule to derive precise bifurcation conditions. The accuracy of the theoretical findings is ultimately confirmed through two numerical experiments. Moreover, the remarkable advantages of the fractional-order model are found in delaying the occurrence of inherent bifurcations and enhancing the stability performance.

Authors

Publication Details

Journal
Journal of Applied Analysis & Computation
Published
2025-08-30
DOI
https://doi.org/10.11948/20250068
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
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article

DELAY-INDUCED HOPF BIFURCATION OF A FRACTIONAL-ORDER NEURAL NETWORK WITH BOTH NEUTRAL AND INERTIAL TERMS

Xiaoping Chen, Xueying Shi, Chengdai Huang
Journal of Applied Analysis & Computation
Neural Networks and Applications
article

DELAY-INDUCED HOPF BIFURCATION OF A FRACTIONAL-ORDER NEURAL NETWORK WITH BOTH NEUTRAL AND INERTIAL TERMS

Xiaoping Chen, Xueying Shi, Chengdai Huang
article en

Abstract

This paper focuses on the stability and bifurcation in a fractional-order neutral-type inertial neural network with time delay. We mainly analyze the new system with time delay by using Cramer's rule to derive precise bifurcation conditions. The accuracy of the theoretical findings is ultimately confirmed through two numerical experiments. Moreover, the remarkable advantages of the fractional-order model are found in delaying the occurrence of inherent bifurcations and enhancing the stability performance.

Journal of Applied Analysis & ComputationVol. 16(1)
Openalex Percentile: Top 88%
Neural Networks and Applications
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