| Presentation | 2019-01-16 [Encouragement Talk] Implementation of Distributed Deep Learning over Wireless Sensor Network Yuta Fukushima, Hirozumi Yamaguchi, Teruo Higashino, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this technical report, we design a new architecture to distribute and execute CNN (Convolutional neural network) over wireless sensor nodes. We have implemented this mechanism on a wireless sensor network consisting of Intel Edison and evaluated learning ability and communication overhead. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Fall Detection / Distributed Computing / Deep Learning / Convolutional Neural Network |
| Paper # | MoNA2018-59 |
| Date of Issue | 2019-01-09 (MoNA) |
| Conference Information | |
| Committee | MoNA |
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| Conference Date | 2019/1/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | T. B. D. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Ryoichi Shinkuma(Kyoto Univ.) |
| Vice Chair | Shigeaki Tagashira(Kansai Univ.) / Gen Kitagata(Tohoku Univ.) |
| Secretary | Shigeaki Tagashira(Kyushu Univ.) / Gen Kitagata(NEC) |
| Assistant | Ken Usui(KDDI Research) / Kenji Kanai(Waseda Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mobile Network and Applications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Encouragement Talk] Implementation of Distributed Deep Learning over Wireless Sensor Network |
| Sub Title (in English) | |
| Keyword(1) | Fall Detection |
| Keyword(2) | Distributed Computing |
| Keyword(3) | Deep Learning |
| Keyword(4) | Convolutional Neural Network |
| 1st Author's Name | Yuta Fukushima |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Hirozumi Yamaguchi |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Teruo Higashino |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2019-01-16 |
| Paper # | MoNA2018-59 |
| Volume (vol) | vol.118 |
| Number (no) | MoNA-389 |
| Page | pp.pp.13-18(MoNA), |
| #Pages | 6 |
| Date of Issue | 2019-01-09 (MoNA) |