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階層型ニュートラルネットワークにおける学習アルゴリズムの改良
https://oiu.repo.nii.ac.jp/records/242
https://oiu.repo.nii.ac.jp/records/2420f3d2485-522d-417c-b0ff-1750f3027ccf
名前 / ファイル | ライセンス | アクション |
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19-1-073 (320.5 kB)
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Item type | 紀要論文(ELS) / Departmental Bulletin Paper(1) | |||||
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公開日 | 2005-10-31 | |||||
タイトル | ||||||
タイトル | 階層型ニュートラルネットワークにおける学習アルゴリズムの改良 | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | ニューラルネットワーク | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | 中間層 | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | 誤差逆伝搬法 | |||||
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) | |||||
記事種別(日) | ||||||
値 | 論文 | |||||
記事種別(英) | ||||||
言語 | en | |||||
値 | Article | |||||
その他の言語 | ||||||
言語 | Improvement of Learning Algorithms in Multi-layer Neural Network | |||||
論文名よみ | ||||||
その他のタイトル | カイソウガタ ニュートラル ネットワーク ニ オケル ガクシュウ アルゴリズム ノ カイリョウ | |||||
著者名(日) |
安高, 真一郎
× 安高, 真一郎× 岡本, 容典 |
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著者名よみ |
アタカ, シンイチロウ
× アタカ, シンイチロウ× オカモト, ヨウスケ |
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著者名(英) |
Ataka, Shinichiro
× Ataka, Shinichiro× Okamoto, Yousuke |
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抄録(英) | ||||||
内容記述タイプ | Other | |||||
内容記述 | The number of hidden layer neurons greatly influences the ability of the network, however the appropriate value cannot be known in advance. This research considers how to decide the optimum number of hidden layer neurons and proposes a method for increasing the number of neurons, if necessary. In addition two methods are compared and the results improved. |
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雑誌書誌ID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AN10110523 | |||||
書誌情報 |
国際研究論叢 : 大阪国際大学紀要 en : OIU journal of international studies 巻 19, 号 1, p. 73-85, 発行日 2005-10-31 |