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Inference of S-system models of genetic networks using product unit neural networks
http://hdl.handle.net/2297/19608
http://hdl.handle.net/2297/1960810994e6e-7c17-45ec-9f2f-53c7704bca25
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
TE-PR-MURATA-H-1390.pdf (164.0 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2017-10-03 | |||||
| タイトル | ||||||
| タイトル | Inference of S-system models of genetic networks using product unit neural networks | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 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 | |||||
| 著者 |
Murata, Hiroaki
× Murata, Hiroaki× Koshino, Makoto× Mitamura, Masatomo× Kimura, Haruhiko |
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| 書誌情報 |
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 巻 2008, p. 1390-1395, 発行日 2008-01-01 |
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| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 1062-922X | |||||
| DOI | ||||||
| 関連タイプ | isIdenticalTo | |||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | 10.1109/ICSMC.2008.4811480 | |||||
| 出版者 | ||||||
| 出版者 | IEEE = Institute of Electrical and Electronics Engineers | |||||
| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | In this study, we proposed the method of inference of genetic networks which expresses the regulation of genes. The proposed method does not solve the differential equations, learns the genetic networks using Product-Unit-Neural- Network (PUNN) and infer the S-system model of genetic networks which describes a set of differential equations. The experimental results show the proposal method is 160 times faster than the previous method which estimated S-system model of genetic networks while maintaining equivalent performance to the previous method. © 2008 IEEE. | |||||
| 著者版フラグ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
| シリーズ | ||||||
| 関連名称 | 4811480 | |||||
