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VHDLによる学習可能な階層型ニューラルネットワークのハードウェア実装
http://hdl.handle.net/10458/348
http://hdl.handle.net/10458/348b34c2a0f-9da8-44b3-998b-d859f1c21b50
名前 / ファイル | ライセンス | アクション |
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KJ00002428269.pdf (415.7 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2007-06-28 | |||||
タイトル | ||||||
言語 | ja | |||||
タイトル | VHDLによる学習可能な階層型ニューラルネットワークのハードウェア実装 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Hardware Implementation of Trainable Multi-Layer Neural Network by VHDL | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Neural network, VHDL, Hardware implementation, Training | |||||
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 | VHDL ニ ヨル ガクシュウ カノウナ カイソウガタ ニューラル ネットワーク ノ ハードウェア ジッソウ | |||||
言語 | ja-Kana | |||||
著者 |
山森, 一人
× 山森, 一人× 石田, 二郎× 吉原, 郁夫× Ishida, Jiro |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Neural network has been used many applications, such as pattern or image recognition, robot control, optimization problem and so on. However, real-world problems need large scale neural networks, and they lead enormous computation time for training process of neural network. To reduce the· computation time, we try to implement neural network in a FPGA device. In this paper, we discuss on the performance of hardware neural network from the viewpoint of the processing speed and the scale of the circuit. The trainable hardware neural network used 117,876 cells in FPGA, and it could train the four training patterns in 800ns on the XOR problem. |
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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 33, p. 355-359, 発行日 2004-10 |
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出版者 | ||||||
言語 | ja | |||||
出版者 | 宮崎大学工学部 | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | Faculty of Engineering, University of Miyazaki | |||||
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 |