| Presentation | 2016-12-12 Development of Synapses in Neural Networks using a-IGZO Thin Films Toshimasa Hori, Ryo Tanaka, Yuki Koga, Tokiyoshi Matsuda, Mutsumi Kimura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Neural networks are information processing models based on human brains, which have been actively studied. However, in order to perform advanced learning of the neural networks in hardware, high integration is necessary. Therefore, we decided to use the IGZO thin films that have high mobility even if they are fabricated by a low-temperature process among the thin film materials that can be highly integrated. By making a cross-point type of synapse this time, a study was conducted to create a large number of synapses on a single substrate. Moreover, since memristor characteristics were observed, experiments for measuring memristor characteristics were also conducted. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | In-Ga-Zn-O(IGZO) / Neural network / Synapse / Cross Point |
| Paper # | EID2016-29,SDM2016-110 |
| Date of Issue | 2016-12-05 (EID, SDM) |
| Conference Information | |
| Committee | SDM / EID |
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| Conference Date | 2016/12/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NAIST |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Fabrication and Evaluation of Silicon Related Materials |
| Chair | Tatsuya Kunikiyo(Renesas) / Tomokazu Shiga(Univ. of Electro-Comm.) |
| Vice Chair | Takahiro Shinada(Tohoku Univ.) / Mutsumi Kimura(Ryukoku Univ.) / Yuko Kominami(Shizuoka Univ.) |
| Secretary | Takahiro Shinada(Tohoku Univ.) / Mutsumi Kimura(Renesas) / Yuko Kominami(NTT) |
| Assistant | Hiroya Ikeda(Shizuoka Univ.) / Rumiko Yamaguchi(Akita Univ.) / Hiroyuki Nitta(Japan Display) / Mitsuru Nakata(NHK) / Takashi Kojiri(ZEON) / Ryosuke Nonaka(Toshiba) |
| Paper Information | |
| Registration To | Technical Committee on Silicon Device and Materials / Technical Committee on Electronic Information Displays |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of Synapses in Neural Networks using a-IGZO Thin Films |
| Sub Title (in English) | |
| Keyword(1) | In-Ga-Zn-O(IGZO) |
| Keyword(2) | Neural network |
| Keyword(3) | Synapse |
| Keyword(4) | Cross Point |
| 1st Author's Name | Toshimasa Hori |
| 1st Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 2nd Author's Name | Ryo Tanaka |
| 2nd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 3rd Author's Name | Yuki Koga |
| 3rd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 4th Author's Name | Tokiyoshi Matsuda |
| 4th Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 5th Author's Name | Mutsumi Kimura |
| 5th Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| Date | 2016-12-12 |
| Paper # | EID2016-29,SDM2016-110 |
| Volume (vol) | vol.116 |
| Number (no) | EID-354,SDM-355 |
| Page | pp.pp.89-92(EID), pp.89-92(SDM), |
| #Pages | 4 |
| Date of Issue | 2016-12-05 (EID, SDM) |