| Presentation | 1994/10/13 Application of Distance Network to the Problem Classifying the Clusters Ko Yamane, Heizo Tokutaka, Kikuo Fujimura, Satoru Kishida, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We proposed the layered neural network with learing distance element,and applied it into the problem classifying the clusters. In addition,the performance of the network for the problem was compared with those of the learning vector quantization (LVQ) method and the conventional three layered neural network with a back-propagation(BP) method.From the results,we found that the method used in this work was more useful for the problem classifying the clusters than the LVQ method and the conventional three layered neural network with a BP method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | back-propagation / distance network / learning distance element / learning vector quantization |
| Paper # | NC94-36 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1994/10/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application of Distance Network to the Problem Classifying the Clusters |
| Sub Title (in English) | |
| Keyword(1) | back-propagation |
| Keyword(2) | distance network |
| Keyword(3) | learning distance element |
| Keyword(4) | learning vector quantization |
| 1st Author's Name | Ko Yamane |
| 1st Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University() |
| 2nd Author's Name | Heizo Tokutaka |
| 2nd Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University |
| 3rd Author's Name | Kikuo Fujimura |
| 3rd Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University |
| 4th Author's Name | Satoru Kishida |
| 4th Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University |
| Date | 1994/10/13 |
| Paper # | NC94-36 |
| Volume (vol) | vol.94 |
| Number (no) | 272 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |