The L2-gaining steady analysis of Hopfield neural network with time varying parameters

Authors:
Ming Jin;Sheng Zhu
Affiliations:
Laboratory of Information Security and National Computing Grid, Southwest Jiaotong University, Chengdu, China and Statistical College, ChengDu University of Information and Technology, Chengdu, Ch ...;Statistical College, ChengDu University of Information and Technology, Chengdu, China
Venue:
ICNC'09 Proceedings of the 5th international conference on Natural computation
Year:
2009

Citing 2
Cited 0

Stability in asymmetric Hopfield nets with transmission delays

Physica D
Stability analysis of dynamical neural networks

IEEE Transactions on Neural Networks

Quantified Score

Hi-index	0.02

Visualization

Abstract

In this paper, the stability of Hopfield neural network is investigated. The paper studies the steady condition of time-varying parameters Hopfield neural network with time delay. The full condition is solved and the theory extends the relevant conclusions of Ref[7][8][11].