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ニューラルネットワークを用いた濁点,半濁点の有無による手書き平仮名の分類
https://ous.repo.nii.ac.jp/records/1120
https://ous.repo.nii.ac.jp/records/1120441171dc-d5b0-46c2-8779-7af7e1f8c73d
名前 / ファイル | ライセンス | アクション |
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KJ00000063629.pdf (418.4 kB)
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Item type | 紀要論文(ELS) / Departmental Bulletin Paper(1) | |||||
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公開日 | 1995-03-31 | |||||
タイトル | ||||||
言語 | ja | |||||
タイトル | ニューラルネットワークを用いた濁点,半濁点の有無による手書き平仮名の分類 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | A Classification of Handwritten HIRAGANA Characters by 3-Layer Neural Networks | |||||
タイトル | ||||||
言語 | ja-Kana | |||||
タイトル | ニューラル ネットワーク オ モチイタ ダクテン ハンダクテン ノ ウム ニヨル テガキ ヒラガナ ノ ブンルイ | |||||
言語 | ||||||
言語 | jpn | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
ページ属性 | ||||||
内容記述タイプ | Other | |||||
内容記述 | P(論文) | |||||
著者名 |
大倉, 充
× 大倉, 充× 塩野, 充× 橋本, 禮治 |
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著者所属(日) | ||||||
ja | ||||||
岡山理科大学工学部情報工学科 | ||||||
著者所属(日) | ||||||
ja | ||||||
岡山理科大学工学部情報工学科 | ||||||
著者所属(日) | ||||||
ja | ||||||
岡山理科大学工学部電子工学科 | ||||||
著者所属(英) | ||||||
en | ||||||
Department of Information and Computer Engineering, Okayama University of Science | ||||||
著者所属(英) | ||||||
en | ||||||
Department of Information and Computer Engineering, Okayama University of Science | ||||||
著者所属(英) | ||||||
en | ||||||
Department of Electronic Engineering, Okayama University of Science | ||||||
抄録(英) | ||||||
内容記述タイプ | Other | |||||
内容記述 | Handwritten HIRAGANA characters are classified according to whether they have DAKUTEN (or HAN-DAKUTEN) or not by the 3-layer neural networks. The input data to the networks is 25-dimensional local mesh-feature extracted from an original character pattern. The numbers of units of three layers are 25 (input-layer), 25 (hidden-layer) and 2 (output-layer). The numbers of training and unknown samples used in a classification experiment are 6900 and 5000,respectively. The average classification rate of 94(%) for the unknown samples is obtained. | |||||
言語 | en | |||||
雑誌書誌ID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AN00033244 | |||||
書誌情報 |
ja : 岡山理科大学紀要. A, 自然科学 en : Bulletin of Okayama University of Science. A, Natural Sciences 巻 30, p. 319-327, 発行日 1995-03-31 |