Stability and Hopf bifurcation of asymmetric double-ring structured neural network
Author:
  • Article
  • | |
  • Metrics
  • |
  • Reference
  • |
  • Related
  • |
  • Cited by
  • | |
  • Comments
    Abstract:

    Ring structures are widely used in neural networks,and previous research with respect to neural dynamic bifurcation were confined to models with single-ring structure.Notably,neural networks are composed of thousands of neurons coupled together,and these structures are so complex that they cannot be accurately described through only a single-ring structure,and therefore is more practical for investigating neural network models with multiple ring topology.In this paper,an asymmetric model with double-ring neural structure is proposed,and the stability and Hopf bifurcation of the model are investigated.Numerical simulations are subsequently actualized to corroborate the theoretical results.

    Reference
    Related
    Cited by
Get Citation

ZHOU Shuai, XIAO Min, XING Ruitao, ZHANG Yuezhong, CHENG Zunshui. Stability and Hopf bifurcation of asymmetric double-ring structured neural network[J]. Journal of Nanjing University of Information Science & Technology,2019,11(4):446-452

Copy
Share
Article Metrics
  • Abstract:
  • PDF:
  • HTML:
  • Cited by:
History
  • Received:June 28,2019
  • Online: September 03,2019
Article QR Code

Address:No. 219, Ningliu Road, Nanjing, Jiangsu Province

Postcode:210044

Phone:025-58731025