대한전자공학회:학술대회논문집 (Proceedings of the IEEK Conference)
- 대한전자공학회 2000년도 ITC-CSCC -2
- /
- Pages.1041-1044
- /
- 2000
A Simple Approach of Improving Back-Propagation Algorithm
- Zhu, H. (Department of Computer Science, Faculty of Engineering, Hiroshima Kokusai Gakuin University) ;
- Eguchi, K. (Kumamoto National College of Technology) ;
- Tabata, T. (Kumamoto National College of Technology) ;
- Sun, N. (Kumamoto National College of Technology)
- 발행 : 2000.07.01
초록
The enhancement to the back-propagation algorithm presented in this paper has resulted from the need to extract sparsely connected networks from networks employing product terms. The enhancement works in conjunction with the back-propagation weight update process, so that the actions of weight zeroing and weight stimulation enhance each other. It is shown that the error measure, can also be interpreted as rate of weight change (as opposed to
키워드