Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1993.07a
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- Pages.492-494
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- 1993
The Improvement of Pattern Recognition using CMAC Neural Networks
CMAC 신경회로망을 이용한 패턴인식 학습의 개선
- Kim, Jong-Man (Chonbuk National Uni.) ;
- Kim, Sung-Joong (Chonbuk National Uni.) ;
- Kwon, Oh-Sin (Kunsan National Uni.) ;
- Kim, Hyong-Suk (Agency for Defence Develop.)
- Published : 1993.07.18
Abstract
CMAC (Cerebeller Model Articulation Controller) is kind of Neural Networks that imitate the human cerebellum. For storage and retrieval of learned data, the input of CMAC is used as a key to determine the memory location. he learned information is distributively stored in physical memory. The learning of CMAC is very fast and converged well, therefore, it effects the application of Pattern Recognition. Through the our experiment of Pattern Recognition, we will prove that CMAC is very suitable for On-line real time processing and incremental learning of Neural Networks.
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