| Presentation | 2018-08-03 [Tutorial Lecture] Deep Learning Tutorial Takayuki Nishio, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Deep learning, which is a machine learning which uses deeply stacked neural networks, has attracted much attention as a solution for many tasks. Deep learning frameworks such as Tensorflow and Chainer enable us to implement deep neural networks easily, but knowledge and techniques are required to apply deep learning for own problems. This tutorial introduces a basic idea of deep learning in particular supervised deep learning, and show some examples of deep learning application in wireless communications. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep Learning / Machine Learning / Supervised Learning |
| Paper # | MoNA2018-21 |
| Date of Issue | 2018-07-26 (MoNA) |
| Conference Information | |
| Committee | MoNA |
|---|---|
| Conference Date | 2018/8/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Otaru Citizen Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Networks, Mobile Applications, etc. (tentative) |
| 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 |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Tutorial Lecture] Deep Learning Tutorial |
| Sub Title (in English) | |
| Keyword(1) | Deep Learning |
| Keyword(2) | Machine Learning |
| Keyword(3) | Supervised Learning |
| 1st Author's Name | Takayuki Nishio |
| 1st Author's Affiliation | Kyoto University(Kyoto Univ.) |
| Date | 2018-08-03 |
| Paper # | MoNA2018-21 |
| Volume (vol) | vol.118 |
| Number (no) | MoNA-170 |
| Page | pp.pp.83-88(MoNA), |
| #Pages | 6 |
| Date of Issue | 2018-07-26 (MoNA) |