| Presentation | 1997/3/19 Handwritten Numeral Recognition using Competing Autoassociative Neural Networks Satoshi INOUE, Tetsushi WAKABAYASHI, Shinji TSURUOKA, Fumitaka KIMURA, Yasuji MIYAKE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The autoassociative neural network is the one having the same number of neurons in input and output layers,and the less in the hidden layers.The network is trained using the input vector itself as the desired output.The autoassociative neural network has been applied to image compression and dimensionality reduction,and its relationship to the K-L expansion(Principal component analysis)has been studied.This paper proposes and investigates a new pattern classification technique using multiple competing autoassociative neural networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / autoassociative neural network / handwritten numeral recognition / K-L expansion / principal component analysis / projection distance |
| Paper # | PRMU96-207 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1997/3/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Handwritten Numeral Recognition using Competing Autoassociative Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | autoassociative neural network |
| Keyword(3) | handwritten numeral recognition |
| Keyword(4) | K-L expansion |
| Keyword(5) | principal component analysis |
| Keyword(6) | projection distance |
| 1st Author's Name | Satoshi INOUE |
| 1st Author's Affiliation | Faculty of Engineering, Mie University() |
| 2nd Author's Name | Tetsushi WAKABAYASHI |
| 2nd Author's Affiliation | Faculty of Engineering, Mie University |
| 3rd Author's Name | Shinji TSURUOKA |
| 3rd Author's Affiliation | Faculty of Engineering, Mie University |
| 4th Author's Name | Fumitaka KIMURA |
| 4th Author's Affiliation | Faculty of Engineering, Mie University |
| 5th Author's Name | Yasuji MIYAKE |
| 5th Author's Affiliation | Faculty of Engineering, Mie University |
| Date | 1997/3/19 |
| Paper # | PRMU96-207 |
| Volume (vol) | vol.96 |
| Number (no) | 599 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |