대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 1998년도 하계학술대회 논문집 B
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- Pages.461-464
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- 1998
실시간 보간 가능을 갖는 정보전파신경망의 개발
Development of Information Propagation Neural Networks processing On-line Interpolation
- Kim, Jong-Man (Dept. of Electrical Electronical and Control Engineering Chonbuk University) ;
- Sin, Dong-Yong (Dept. of Radial Rays Hanra College) ;
- Kim, Hyong-Suk (Dept. of Electrical Electronical and Control Engineering Chonbuk University) ;
- Kim, Sung-Joong (Dept. of Electrical Electronical and Control Engineering Chonbuk University)
- 발행 : 1998.07.20
초록
Lateral Information Propagation Neural Networks (LIPN) is proposed for on-line interpolation. The proposed neural network technique is the real time computation method through the inter-node diffusion. In the network, a node corresponds to a state in the quantized input space. Each node is composed of a processing unit and fixed weights from its neighbor nodes as well as its input terminal. Information propagates among neighbor nodes laterally and inter-node interpolation is achieved. Through several simulation experiments, real time reconstruction of the nonlinear image information is processed. 1-D LIPN hardware has been implemented with general purpose analog ICs to test the interpolation capability of the proposed neural networks. Experiments with static and dynamic signals have been done upon the LIPN hardware.
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