WEKO3
アイテム
Realized through a Marriage with Modular-Networks
http://hdl.handle.net/10228/542
http://hdl.handle.net/10228/5428f8e5957-038c-400b-9098-cff5e34eb2ab
| 名前 / ファイル | ライセンス | アクション |
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S001P096.pdf (478.6 kB)
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| アイテムタイプ | 会議発表論文 = Conference Paper(1) | |||||||||||
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| 公開日 | 2007-12-21 | |||||||||||
| 資源タイプ | ||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||||
| 資源タイプ | conference paper | |||||||||||
| タイトル | ||||||||||||
| タイトル | Realized through a Marriage with Modular-Networks | |||||||||||
| 言語 | en | |||||||||||
| 言語 | ||||||||||||
| 言語 | eng | |||||||||||
| 著者 |
古川, 徹生
× 古川, 徹生
WEKO
661
× Tokunaga, K |
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| 抄録 | ||||||||||||
| 内容記述タイプ | Abstract | |||||||||||
| 内容記述 | This paper presents a new development of self-organizing maps (SOM), realized by combining them with the idea of a modular network. This we called a modular network SOM (mnSOM) in which each reference vector unit of a conventional SOM is replaced by a functional module. Since users can choose the functional module from any trainable architecture such as neural networks, the mnSOM is very flexible as well as having a high data processing ability. In this paper, we first introduce the basic idea and then describe its theory. Finally we introduce some applications of mnSOMs. | |||||||||||
| 備考 | ||||||||||||
| 内容記述タイプ | Other | |||||||||||
| 内容記述 | Honolulu, HI.1-5 April 2007.Proceedings of the 2007 IEEE Symposium onFoundations of Computational Intelligence (FOCI 2007) | |||||||||||
| 書誌情報 |
Foundations of Computational Intelligence, 2007. FOCI 2007. IEEE Symposium on p. 637-644, 発行日 2007-04 |
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| 出版社 | ||||||||||||
| 出版社 | Institute of Electrical and Electronics Engineers | |||||||||||
| DOI | ||||||||||||
| 関連タイプ | isIdenticalTo | |||||||||||
| 識別子タイプ | DOI | |||||||||||
| 関連識別子 | https://doi.org/10.1109/FOCI.2007.371539 | |||||||||||
| 著作権関連情報 | ||||||||||||
| 権利情報 | Copyright (c) 2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | |||||||||||
| 出版タイプ | ||||||||||||
| 出版タイプ | VoR | |||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
| 査読の有無 | ||||||||||||
| 値 | yes | |||||||||||
