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
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;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527770
