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Modular Network SOM: Theory, Algorithm and Applications
http://hdl.handle.net/10228/383
http://hdl.handle.net/10228/383e00389ca-ed78-4470-ac3c-a0ef6486d170
名前 / ファイル | ライセンス | アクション |
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2006b11_tokunaga.pdf (460.4 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2007-11-21 | |||||||||||
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 | journal article | |||||||||||
タイトル | ||||||||||||
タイトル | Modular Network SOM: Theory, Algorithm and Applications | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
Tokunaga, Kazuhiro
× Tokunaga, Kazuhiro× 古川, 徹生
WEKO
661
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | The modular network SOM (mnSOM) proposed by authors is an extension and generalization of a conventional SOM in which each nodal unit is replaced by a module such as a neural network. It is expected that the mnSOM will extend the area of applications beyond that of a conventional SOM. We set out to establish the theory and algorithm of a mnSOM, and to apply it to several research topics, to create a fundamental technology that is generally usable only in expensive studies. In this paper, the theory and the algorithm of the mnSOM are reported; moreover, the results of applications of the mnSOM are presented. | |||||||||||
書誌情報 |
Lecture Notes in Computer Science 巻 4232, p. 958-967, 発行日 2006 |
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出版社 | ||||||||||||
出版者 | Springer Berlin / Heidelberg | |||||||||||
DOI | ||||||||||||
関連タイプ | isVersionOf | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.1007/11893028_107 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | ISSN | |||||||||||
収録物識別子 | 0302-9743 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | ISSN | |||||||||||
収録物識別子 | 1611-3349 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | Copyright (c) Springer-Verlag Berlin Heidelberg 2006 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | The original publication is available at www.springerlink.com | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | AM | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||||||
査読の有無 | ||||||||||||
値 | yes | |||||||||||
資料タイプ | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | Journal Article | |||||||||||
著者別名 | ||||||||||||
姓名 | 徳永, 憲洋 | |||||||||||
著者別名 | ||||||||||||
姓名 | Furukawa, Tetsuo | |||||||||||
言語 | en | |||||||||||
姓名 | 古川, 徹生 | |||||||||||
言語 | ja | |||||||||||
姓名 | フルカワ, テツオ | |||||||||||
言語 | ja-Kana | |||||||||||
著者所属 | ||||||||||||
Kyushu Institute of Technology, Kitakyushu 808-0196, Japan |