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Performance of Parallel Back-Propagation Algorithm on PC Cluster System
http://hdl.handle.net/10458/288
http://hdl.handle.net/10458/28855daaaa4-bea0-44b5-902d-6a33d0bfdc34
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
KJ00002426434.pdf (382.9 kB)
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| Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2007-06-28 | |||||
| タイトル | ||||||
| タイトル | Performance of Parallel Back-Propagation Algorithm on PC Cluster System | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| キーワード | ||||||
| 言語 | en | |||||
| 主題Scheme | Other | |||||
| 主題 | Neural network, Paralellization, Computer cluster, Training-set parallel model | |||||
| 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 | |||||
| その他（別言語等）のタイトル | ||||||
| その他のタイトル | Performance of Parallel Back-Propagation Algorithm on PC Cluster System | |||||
| 著者 |
Yamamori, Kuhihito
× Yamamori, Kuhihito× Tosa, Yasushi× Yoshihara, Ikuo |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | ABSTRACT Neural network has been applied for many fields. However, real-world problems need large scale neural network, and enormous calculation time is also required for the training of neural network. So we made sample large-scale problem and parallelize it on used the computer cluster. This paper deals with parallel neural network on PC cluster system. We valuated the performance of the training-set parallel model on the PC cluster system. On the classification problem, the training-set parallel model was 6 cluster elements achieve 1.79 times faster than serial model. |
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| 言語 | en | |||||
| 書誌情報 |
ja : 宮崎大学工学部紀要 en : Memoirs of Faculty of Engineering, University of Miyazaki 巻 32, p. 345-349, 発行日 2003-07 |
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| 出版者 | ||||||
| 出版者 | 宮崎大学工学部 | |||||
| 言語 | ja | |||||
| 出版者 | ||||||
| 出版者 | Faculty of Engineering, University of Miyazaki | |||||
| 言語 | en | |||||
| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 05404924 | |||||
| 書誌レコードID | ||||||
| 収録物識別子タイプ | NCID | |||||
| 収録物識別子 | AA00732558 | |||||
| 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 | |||||
