| Presentation | 2021-01-29 A study of stock price prediction method using LSTM Neural Network Kousuke Kato, Fuya Kaneda, Kazuya Ozawa, Kaito Isogai, 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 how to build a Long Short-Term Memory Neural Network (LSTM) for Stock price forecasting, using Flux．First，we briefly explain about Julia language which is used in this study. Secondly，we introduce Long Short-Term Memory Neural Networks．Thirdly，we present a constructed LSTM model and the experimental results．Finally，we summarize the concluding remarks and the future research． |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | LSTM / Julia / Flux / Stock price forecast |
| Paper # | CAS2020-57,ICTSSL2020-42 |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) |
| Conference Information | |
| Committee | CAS / ICTSSL |
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| Conference Date | 2021/1/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Students session, General session |
| Chair | Yasuhiro Takashima(Univ. of Kitakyushu) / Hiroshi Tamura(Chuo Univ.) |
| Vice Chair | Hiroki Sato(Sony LSI Design) / Koichi Gyoda(Shibaura Inst. of Tech.) / Munenari Inoguchi(Toyama Univ.) |
| Secretary | Hiroki Sato(Yamanashi Univ.) / Koichi Gyoda(Sony LSI Design) / Munenari Inoguchi(Synspective) |
| Assistant | Motoi Yamaguchi(TECHNOPRO) / Yohei Nakamura(Hitachi) / Shunichi Yokoyama(NIED) |
| Paper Information | |
| Registration To | Technical Committee on Circuits and Systems / Technical Committee on Information and Communication Technologies for Safe and Secure Life |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study of stock price prediction method using LSTM Neural Network |
| Sub Title (in English) | |
| Keyword(1) | LSTM |
| Keyword(2) | Julia |
| Keyword(3) | Flux |
| Keyword(4) | Stock price forecast |
| 1st Author's Name | Kousuke Kato |
| 1st Author's Affiliation | Shonan Institute of Technology(SIT) |
| 2nd Author's Name | Fuya Kaneda |
| 2nd Author's Affiliation | Shonan Institute of Technology(SIT) |
| 3rd Author's Name | Kazuya Ozawa |
| 3rd Author's Affiliation | Shonan Institute of Technology(SIT) |
| 4th Author's Name | Kaito Isogai |
| 4th Author's Affiliation | Shonan Institute of Technology(SIT) |
| 5th Author's Name | Hideaki Okazaki |
| 5th Author's Affiliation | Shonan Institute of Technology(SIT) |
| Date | 2021-01-29 |
| Paper # | CAS2020-57,ICTSSL2020-42 |
| Volume (vol) | vol.120 |
| Number (no) | CAS-346,ICTSSL-347 |
| Page | pp.pp.101-103(CAS), pp.101-103(ICTSSL), |
| #Pages | 3 |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) |