DocumentCode
442157
Title
Convergence of discrete Hopfield neural networks with multiple delays
Author
Li, Xue-gang ; Tsang, Eric C C ; Qiu, Shen-shan ; Yang, Ming
Author_Institution
Yichun Branch Coll., Heilongjiang Univ., Harbin, China
Volume
8
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
4710
Abstract
This paper investigates convergence theorems of (HNNMDs). (The discrete Hopfield network with multiple delays). We have demonstrated how to transform a network with multiple delays to a new network with a single delay. Based on serial rule updating mode, the conditions for convergence of a HNNMDs can be obtained.
Keywords
Hopfield neural nets; convergence; convergence theorem; discrete Hopfield neural network; multiple delay; serial rule updating mode; Computer networks; Convergence; Delay effects; Discrete transforms; Educational institutions; Electronic mail; Equations; Hopfield neural networks; Neurons; Stability analysis; Delay Discrete Hopfield Neural Network; Stability Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527770
Filename
1527770
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