Presentation | 1997/10/20 Information Processing Ability of Separate Network Makoto Tomita, Yoshihiro Hayakawa, Yasuji Sawada, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Focussing on the classification problems by using neural networks, we propose a modular neural network that separates each of the inputs' characteristics. We have examined the ability of the proposed network by computer simulations. And it shows that the proposed network is better than the conventional ones in terms of the learning speed and the generalization abillity. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | separate network / pattern classification / characteristic extraction / back propagation |
Paper # | NC97-42 |
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Committee | NC |
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Conference Date | 1997/10/20(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 | Neurocomputing (NC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Information Processing Ability of Separate Network |
Sub Title (in English) | |
Keyword(1) | separate network |
Keyword(2) | pattern classification |
Keyword(3) | characteristic extraction |
Keyword(4) | back propagation |
1st Author's Name | Makoto Tomita |
1st Author's Affiliation | Research Institute of Electrical Communication, Tohoku University() |
2nd Author's Name | Yoshihiro Hayakawa |
2nd Author's Affiliation | Research Institute of Electrical Communication, Tohoku University |
3rd Author's Name | Yasuji Sawada |
3rd Author's Affiliation | Research Institute of Electrical Communication, Tohoku University |
Date | 1997/10/20 |
Paper # | NC97-42 |
Volume (vol) | vol.97 |
Number (no) | 332 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |