| Presentation | 2002/3/12 A Cooperative Learning Algorithm for Multiple Neural Networks Eiji Watanabe, Katsumi Mori, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, a cooperative learning algorithm of multiple neural networks (NNs) is newly proposed and the experimental results for pattern classification problems are shown. The proposed cooperative learning algorithm has the following procedures: (i)clustering by NNs with different initial weights by using the error back propagation learning algorithm, (ii)classification by using other NNs. Finally, we apply the proposed cooperative learning algorithm for some pattern dassfication problems show its behaviour and effectiveness concretely. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-layered neural network / Clustering / Module structure / Cooperative learning algorithm / Information exchange |
| Paper # | NC2001-181 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2002/3/12(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 Cooperative Learning Algorithm for Multiple Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Multi-layered neural network |
| Keyword(2) | Clustering |
| Keyword(3) | Module structure |
| Keyword(4) | Cooperative learning algorithm |
| Keyword(5) | Information exchange |
| 1st Author's Name | Eiji Watanabe |
| 1st Author's Affiliation | Department of Information Science and Systems Engineering Faculty of Science and Engineering, Konan University() |
| 2nd Author's Name | Katsumi Mori |
| 2nd Author's Affiliation | Department of Information Processing Engineering Faculty of Engineering, Fukuyama University |
| Date | 2002/3/12 |
| Paper # | NC2001-181 |
| Volume (vol) | vol.101 |
| Number (no) | 736 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |