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
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;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1020859
