Literature DB >> 31129490

Novel bifurcation results for a delayed fractional-order quaternion-valued neural network.

Chengdai Huang1, Xiaobing Nie2, Xuan Zhao2, Qiankun Song3, Zhengwen Tu4, Min Xiao5, Jinde Cao2.   

Abstract

This paper reports the innovative results on the stability and bifurcation for a delayed fractional-order quaternion-valued neural network(FOQVNN). Delay-stimulated bifurcation criteria of the developed FOQVNN are attained. Then, the bifurcation diagrams are perfectly exhibited to authenticate the veracity of the bifurcation results. Besides, the stability zone is more larger of the addressed FOQVNN in comparison with its counterpart if other parameters are intercalated. It further witnesses that the amplitudes of bifurcation oscillation get bigger with the augmentation of time delay. It discloses that the bifurcation phenomena engender earlier as the order incrementally magnifies. The exactness and merits of the achieved analytic results are eventually substantiated by a simulation example.
Copyright © 2019 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Fractional order; Hopf bifurcation; Neural networks; Quaternion-valued; Time delay

Mesh:

Year:  2019        PMID: 31129490     DOI: 10.1016/j.neunet.2019.05.002

Source DB:  PubMed          Journal:  Neural Netw        ISSN: 0893-6080


  3 in total

1.  Effects of double delays on bifurcation for a fractional-order neural network.

Authors:  Lingzhi Zhao; Chengdai Huang; Jinde Cao
Journal:  Cogn Neurodyn       Date:  2022-01-12       Impact factor: 3.473

2.  New exploration on bifurcation for fractional-order quaternion-valued neural networks involving leakage delays.

Authors:  Changjin Xu; Zixin Liu; Chaouki Aouiti; Peiluan Li; Lingyun Yao; Jinling Yan
Journal:  Cogn Neurodyn       Date:  2022-01-30       Impact factor: 3.473

3.  Artificial neural networks: a practical review of applications involving fractional calculus.

Authors:  E Viera-Martin; J F Gómez-Aguilar; J E Solís-Pérez; J A Hernández-Pérez; R F Escobar-Jiménez
Journal:  Eur Phys J Spec Top       Date:  2022-02-12       Impact factor: 2.891

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.