| Presentation | 2008-06-26 From forgetting to curiosity Masumi ISHIKAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The study to which IEICE conferred Fellow started by introducing a concept of "forgetting" to learning of neural networks. Although forgetting conveys negative impression, its usefulness in knowledge acquisition was proposed. It was also proposed that forgetting is effective in learning of modular networks. It was applied to various applications, and was also analyzed theoretically. Recent research on autonomous mobile robots with values and curiosity is also presented. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Forgetting / Learning / Neural network / Knowledge acquisition / Modular networks / Value / Curiosity |
| Paper # | NLP2008-6,NC2008-16 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2008/6/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | From forgetting to curiosity |
| Sub Title (in English) | |
| Keyword(1) | Forgetting |
| Keyword(2) | Learning |
| Keyword(3) | Neural network |
| Keyword(4) | Knowledge acquisition |
| Keyword(5) | Modular networks |
| Keyword(6) | Value |
| Keyword(7) | Curiosity |
| 1st Author's Name | Masumi ISHIKAWA |
| 1st Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology() |
| Date | 2008-06-26 |
| Paper # | NLP2008-6,NC2008-16 |
| Volume (vol) | vol.108 |
| Number (no) | 101 |
| Page | pp.pp.- |
| #Pages | 2 |
| Date of Issue | |