Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1992.07a
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- Pages.484-487
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- 1992
An Implementation of Connectionist Expert System
신경망을 이용한 전문가 시스템의 구현
- Kwon, H.S. (Dept. of Computer Science, Hallym Univ.) ;
- Kim, B.S. (Dept. of Computer Science, Hallym Univ.) ;
- Kwon, H.Y. (Dept. of Electronics Engineering, Kangwon National Univ.) ;
- Lee, S.H. (Dept. of Electronics Engineering, Kangwon National Univ.)
- Published : 1992.07.23
Abstract
To resolve the knowledge acquisition bottleneck in the expert systems, the connectionist expert systems have been proposed, which facilitate learning capability of neural networks. This paper is to modify Gallant's connectionist expert network so that it can be applied to more general problems : 1) The hidden nodes are added between the input nodes and an output node, so that the back propagation learning algorithm is used instead of perception based Pocket algorithm. 2) Inference engine is thus modified by modeling that a node may have uncertainties due to unknown inputs.
Keywords