| Presentation | 2018-11-13 On an approximated polynomial function by neural networks with parametric rectified linear units Kazuya Ozawa, Toshihiro Tachibana, Hideo Nakano, Hideaki Okazaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report we discuss learnings of a polynomial function approximation by a neural network with rectified linear units (ReLU), or parametric rectified linear units (PReLU). In addition we summarize a method to build a computing environment for deep learning. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Parametric rectified linear units / Neural Network / Polynomial function approximation |
| Paper # | CAS2018-72,MSS2018-48 |
| Date of Issue | 2018-11-05 (CAS, MSS) |
| Conference Information | |
| Committee | MSS / CAS / IPSJ-AL |
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| Conference Date | 2018/11/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Morikazu Nakamura(Univ. of Ryukyus) / Hideaki Okazaki(Shonan Inst. of Tech.) |
| Vice Chair | Shigemasa Takai(Osaka Univ.) / Taizo Yamawaki(Hitachi) |
| Secretary | Shigemasa Takai(Toshiba) / Taizo Yamawaki(Osaka Univ.) / (Shonan Inst. of Tech.) |
| Assistant | Hideki Kinjo(Okinawa Univ.) / Motoi Yamaguchi(Renesas Electronics) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Circuits and Systems / Special Interest Group on Algorithms |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On an approximated polynomial function by neural networks with parametric rectified linear units |
| Sub Title (in English) | |
| Keyword(1) | Parametric rectified linear units |
| Keyword(2) | Neural Network |
| Keyword(3) | Polynomial function approximation |
| 1st Author's Name | Kazuya Ozawa |
| 1st Author's Affiliation | Shonan Institute of Technology(SIT) |
| 2nd Author's Name | Toshihiro Tachibana |
| 2nd Author's Affiliation | Shonan Institute of Technology(SIT) |
| 3rd Author's Name | Hideo Nakano |
| 3rd Author's Affiliation | Shonan Institute of Technology(SIT) |
| 4th Author's Name | Hideaki Okazaki |
| 4th Author's Affiliation | Shonan Institute of Technology(SIT) |
| Date | 2018-11-13 |
| Paper # | CAS2018-72,MSS2018-48 |
| Volume (vol) | vol.118 |
| Number (no) | CAS-295,MSS-296 |
| Page | pp.pp.105-110(CAS), pp.105-110(MSS), |
| #Pages | 6 |
| Date of Issue | 2018-11-05 (CAS, MSS) |