| Presentation | 1994/5/19 A Pattern Recognition Neural Network Combining Competitive Classification and Multilayer Difference Networks Kazuhiro Minamimoto, Kenji Nakayama, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper,we propose a pattern recognition neural network combining competitive classification and multilayer difference network.Input patterns are classified into several groups.Each group has a standard patten,that is average of all patterns in the same group.The second step is the multilayer NN.The input of NN is the difference between the input pattern and the standard pattern of each group.We applied this network to recognition of two dimensional figures having a variety of shapes.There is necessity of pre-processing to avoide unessential deviations - shift, expansion,contraction,rotation.Computer simulation demonstrate the effectiveness of proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Pattern recognition / Competitive classification / Multilayer NN / Feature extaction / Difference input |
| Paper # | NC94-11 |
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| Committee | NC |
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| Conference Date | 1994/5/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| 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) | A Pattern Recognition Neural Network Combining Competitive Classification and Multilayer Difference Networks |
| Sub Title (in English) | |
| Keyword(1) | Pattern recognition |
| Keyword(2) | Competitive classification |
| Keyword(3) | Multilayer NN |
| Keyword(4) | Feature extaction |
| Keyword(5) | Difference input |
| 1st Author's Name | Kazuhiro Minamimoto |
| 1st Author's Affiliation | Depertment of Electrical and Computer engineering,Faculty of Technology,Kanazawa University() |
| 2nd Author's Name | Kenji Nakayama |
| 2nd Author's Affiliation | Depertment of Electrical and Computer engineering,Faculty of Technology,Kanazawa University |
| Date | 1994/5/19 |
| Paper # | NC94-11 |
| Volume (vol) | vol.94 |
| Number (no) | 40 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |