DocumentCode
2856444
Title
Optimization of input size for neural networks
Author
Lee, Bongkyu ; Cho, Seongwon
Author_Institution
Dept. of Comput. Sci., Cheju Univ., South Korea
Volume
3
fYear
1998
fDate
4-9 May 1998
Firstpage
1916
Abstract
A selection scheme to determine the optimal number of input nodes for neural networks is presented. The proposed scheme selects only the features contributing to correct classification. Experimental results indicates that the proposed selection scheme improves the speed of neural networks
Keywords
neural nets; optimisation; pattern classification; input nodes; input size; neural networks; Computer science; Equations; Intelligent networks; Neural networks; Ordinary magnetoresistance; Pattern recognition; Radiofrequency interference;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks Proceedings, 1998. IEEE World Congress on Computational Intelligence. The 1998 IEEE International Joint Conference on
Conference_Location
Anchorage, AK
ISSN
1098-7576
Print_ISBN
0-7803-4859-1
Type
conf
DOI
10.1109/IJCNN.1998.687151
Filename
687151
Link To Document