| Presentation | 1996/7/24 A Modification of Counterpropagation and its Application Kikuo Fujimura, Nobuhiro Muraoka, Heizo Tokutaka, Satoru Kishida, Masumi Ishikawa, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we introduce a new Neural Network architecture based on Counterpropagation which is suitable for the multi-classification problem. The proposed network has improved spatial resolution on the competitive layer by expanded two dimensional Kohonen network and an additional new mechanism of dynamical weight generation. Also, we can apply the proposed network to solve the multi-classification problem in the real world using the popular class workstation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Counterpropagation / Self-Organizing Maps / Multi Classification / Dynamical Weights Generation |
| Paper # | NC96-28 |
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| Committee | NC |
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| Conference Date | 1996/7/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | A Modification of Counterpropagation and its Application |
| Sub Title (in English) | |
| Keyword(1) | Counterpropagation |
| Keyword(2) | Self-Organizing Maps |
| Keyword(3) | Multi Classification |
| Keyword(4) | Dynamical Weights Generation |
| 1st Author's Name | Kikuo Fujimura |
| 1st Author's Affiliation | Department of Electrical and Electoronic Engineering, Tottori University() |
| 2nd Author's Name | Nobuhiro Muraoka |
| 2nd Author's Affiliation | Mitsurbishi Electric Micro-Computer Application Software Corporation |
| 3rd Author's Name | Heizo Tokutaka |
| 3rd Author's Affiliation | Department of Electrical and Electoronic Engineering, Tottori University |
| 4th Author's Name | Satoru Kishida |
| 4th Author's Affiliation | Department of Electrical and Electoronic Engineering, Tottori University |
| 5th Author's Name | Masumi Ishikawa |
| 5th Author's Affiliation | Faculty of Computer Science and System Engineering, Kyusyu Institute of Technology |
| Date | 1996/7/24 |
| Paper # | NC96-28 |
| Volume (vol) | vol.96 |
| Number (no) | 178 |
| Page | pp.pp.- |
| #Pages | 8 |
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