Presentation | 2014-01-21 逆関数ゼロ遅延モデルを用いたニューラルネットワークの学習 Yuta HORIUCHI, Yoshihiro HAYAKAWA, Shigeo SATO, Koji NAKAJIMA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The Inverse function Delayed (ID) model has been proposed as one of novel neural models. The ID model has an ability of oscillation, and this model can solve some local minimum problem in combinatorial optimization problems. However, ID model has large calculation cost, and it is difficult to apply for large size combinational optimization problems. This problem was solved by Inverse function Delay-Less (IDL) model in combinational optimization problems. But learning performance of IDL model has not been discussed yet. This study is to build a hierarchical network using by IDL model, and we derive back propagation learning with IDL model. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Neural network / Hierarchical network / Inverse function / Back propagation learning |
Paper # | NLP2013-142 |
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Committee | NLP |
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Conference Date | 2014/1/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Nonlinear Problems (NLP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
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Keyword(1) | Neural network |
Keyword(2) | Hierarchical network |
Keyword(3) | Inverse function |
Keyword(4) | Back propagation learning |
1st Author's Name | Yuta HORIUCHI |
1st Author's Affiliation | Laboratory for Brainware Research Institute of Electrical Communication, Tohoku University:Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University() |
2nd Author's Name | Yoshihiro HAYAKAWA |
2nd Author's Affiliation | Sendai National College of Technology |
3rd Author's Name | Shigeo SATO |
3rd Author's Affiliation | Laboratory for Brainware Research Institute of Electrical Communication, Tohoku University:Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University |
4th Author's Name | Koji NAKAJIMA |
4th Author's Affiliation | Laboratory for Brainware Research Institute of Electrical Communication, Tohoku University:Laboratory for Nanoelectronics and Spintronics Research Institute of Electrical Communication, Tohoku University |
Date | 2014-01-21 |
Paper # | NLP2013-142 |
Volume (vol) | vol.113 |
Number (no) | 383 |
Page | pp.pp.- |
#Pages | 4 |
Date of Issue |