DocumentCode
381068
Title
The learning algorithm of constructive NN
Author
Pin, Tao ; Bo, Zhang ; Zhen, Ye
Author_Institution
State Key Lab. of Intelligent Technol. & Syst., Tsinghua Univ., Beijing, China
Volume
2
fYear
2002
fDate
2002
Firstpage
1605
Abstract
We give a learning algorithm of a constructive neural network (CNN) which is a novel neural network model. With the advantages coming from the CNN, the learning algorithm can estimate and get the accurate pattern spatial distribution. First, an introduction to the CNN is given. Then the learning algorithm of the CNN is designed. Finally, the result of an example is shown and some suggestions are given.
Keywords
learning (artificial intelligence); neural nets; constructive neural network; learning algorithm; pattern spatial distribution; Algorithm design and analysis; Automation; Cellular neural networks; Intelligent control; Intelligent networks; Intelligent systems; Laboratories; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN
0-7803-7268-9
Type
conf
DOI
10.1109/WCICA.2002.1020859
Filename
1020859
Link To Document