| Presentation | 1997/6/19 Neocognitron applied to Handwritten Digit Recognition : Evaluation with Large Character Database Hayaru SHOUNO, Ken-ichi Nagahara, Kunihiko FUKUSHIMA, Masato Okada, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The neocognitron is a hierachical neural network model of the visual processing system like mamals. It has ability to recognize pattern. In this paper, we improve the neocognitron for real world digit pattern recognition. The neocognitron classify a input digit pattern by the shape of the pattern. We introduce a new layer after the neocognitron system for pattern classifying the ten digit categories. The category classifying layer classify the output of the neocognitron to a category from '0' to '9'. We evaluate the performance of the neocognitron with category classifing network using ETL-1 database. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Pattern Recognition / Neocognitron / Pattern Classifier / ETL-1 database |
| Paper # | NC97-19 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1997/6/19(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) | Neocognitron applied to Handwritten Digit Recognition : Evaluation with Large Character Database |
| Sub Title (in English) | |
| Keyword(1) | Pattern Recognition |
| Keyword(2) | Neocognitron |
| Keyword(3) | Pattern Classifier |
| Keyword(4) | ETL-1 database |
| 1st Author's Name | Hayaru SHOUNO |
| 1st Author's Affiliation | Osaka University, Graduate School of Engineering Science() |
| 2nd Author's Name | Ken-ichi Nagahara |
| 2nd Author's Affiliation | Osaka University, Graduate School of Engineering Science |
| 3rd Author's Name | Kunihiko FUKUSHIMA |
| 3rd Author's Affiliation | Osaka University, Graduate School of Engineering Science |
| 4th Author's Name | Masato Okada |
| 4th Author's Affiliation | Exploratory Research for Advanced Technology(ERATO) |
| Date | 1997/6/19 |
| Paper # | NC97-19 |
| Volume (vol) | vol.97 |
| Number (no) | 116 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |