| Presentation | 1995/7/27 A Theory of Function Approximation by Modified Kohonen's Model. Yasuhiro Sagawa, Koji Kurata, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A model for function approximation by self-organizing map is treated theoretically. This model is similar to counterpropagation network (CPN), but its hidden layer is self-organizing map, instead of winner-take-all (WTA) network used in CPN. Modified Kohonen's model, proposed by Kurata, is used for the self-organizing map. The parameters are lead theoretically to obtain the function approximation with the least error, and the results are verified by computer simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | self-organizing map / function approximation / counterpropagation network / modified Kohonen's model |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1995/7/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| 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 Theory of Function Approximation by Modified Kohonen's Model. |
| Sub Title (in English) | |
| Keyword(1) | self-organizing map |
| Keyword(2) | function approximation |
| Keyword(3) | counterpropagation network |
| Keyword(4) | modified Kohonen's model |
| 1st Author's Name | Yasuhiro Sagawa |
| 1st Author's Affiliation | Department of Biophysical Engineering, Faculty of Engineering Science, Osaka University() |
| 2nd Author's Name | Koji Kurata |
| 2nd Author's Affiliation | Department of Biophysical Engineering, Faculty of Engineering Science, Osaka University |
| Date | 1995/7/27 |
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| Volume (vol) | vol.95 |
| Number (no) | 189 |
| Page | pp.pp.- |
| #Pages | 7 |
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