| Presentation | 2003/2/27 Generalization of a Higher-Order Neural Network based upon Dynamic Coalescence Model as knowledge Takeshi KAITA, Hideo KITAJIMA, Miki HASEYAMA, Shingo TOMITA, Junkichi YAMANAKA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have theoretically investigated a clustering method Dynamic Coalescence Model from the viewpoint of filtering [1],[3], and have presented several new higher-order neural networks as learning and discriminating systems for distributions recognition and hand-written characters recognition with knowledge inherited from DCM. [2],[3] In this paper, we present new HONNs without any condition upon linear discrimination including a new technique to improve recognition rate even for applying a little amount of training patterns. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Dynamic Coalescence Model(DCM) / Higher-Order Neural Network(HONN) / clustering / distributions recognition / hand-written characters recognition |
| Paper # | NLC2002-85 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2003/2/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Generalization of a Higher-Order Neural Network based upon Dynamic Coalescence Model as knowledge |
| Sub Title (in English) | |
| Keyword(1) | Dynamic Coalescence Model(DCM) |
| Keyword(2) | Higher-Order Neural Network(HONN) |
| Keyword(3) | clustering |
| Keyword(4) | distributions recognition |
| Keyword(5) | hand-written characters recognition |
| 1st Author's Name | Takeshi KAITA |
| 1st Author's Affiliation | Information Science and Technology Dpt., Oshima National College of Maritime Technology:School of Engineering, Hokkaido University() |
| 2nd Author's Name | Hideo KITAJIMA |
| 2nd Author's Affiliation | School of Engineering, Hokkaido University |
| 3rd Author's Name | Miki HASEYAMA |
| 3rd Author's Affiliation | School of Engineering, Hokkaido University |
| 4th Author's Name | Shingo TOMITA |
| 4th Author's Affiliation | Faculty of Music Mediaarts Department of Humanitic Information, Shobi University |
| 5th Author's Name | Junkichi YAMANAKA |
| 5th Author's Affiliation | Information Science and Technology Dpt., Oshima National College of Maritime Technology |
| Date | 2003/2/27 |
| Paper # | NLC2002-85 |
| Volume (vol) | vol.102 |
| Number (no) | 689 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |