| Presentation | 1998/5/21 A Study on Characteristics of Units in Designing a Neural Network Michiaki Kaneda, Tomoharu Nagao, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A Neural Network behavior depends not only on a own structure and weights of connections, but on characteristics of component part units. Therefore, by using specialized units, we should get a desirable Neural Network. We describe a method with Genetic Algorithm(GA) choose apposite units. And, we give results of tests, automatic designing a Neural Network like a given function, under the conditions of different optional units. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Network / automatic design / Genetic Algorithm |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1998/5/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Characteristics of Units in Designing a Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Neural Network |
| Keyword(2) | automatic design |
| Keyword(3) | Genetic Algorithm |
| 1st Author's Name | Michiaki Kaneda |
| 1st Author's Affiliation | Imaging Science and Engineering Laboratory, Tokyo Institute of Technology() |
| 2nd Author's Name | Tomoharu Nagao |
| 2nd Author's Affiliation | Imaging Science and Engineering Laboratory, Tokyo Institute of Technology |
| Date | 1998/5/21 |
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| Volume (vol) | vol.98 |
| Number (no) | 58 |
| Page | pp.pp.- |
| #Pages | 8 |
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