| Presentation | 2017-12-22 Simulation of neural network using ferroelectric capacitor Isato Ogawa, Tomoharu Yokoyama, Mutsumi Kimura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The neural network aims to realize a new engineering information processing system by learning from the advanced information processing functions and principles possessed by the living body's brain and nervous system. In this study, we simulated a hopfield neural network by using a ferroelectric variable capacitor model at the synapse part. As a result, even if a voltage pattern such that a character "T" is applied when an input voltage is regarded as a 3 × 3 pixel pattern and then a voltage of a pattern distorting T by 1 pixel is applied, T It was possible to remember the voltage pattern of the learning and succeeded in learning. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | EID2017-21,SDM2017-82 |
| Date of Issue | 2017-12-15 (EID, SDM) |
| Conference Information | |
| Committee | SDM / EID |
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| Conference Date | 2017/12/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Si, Si-related materials, device process, electron devices, and display technology |
| Chair | Tatsuya Kunikiyo(Renesas) / Yuko Kominami(Shizuoka Univ.) |
| Vice Chair | Takahiro Shinada(Tohoku Univ.) / Mutsumi Kimura(Ryukoku Univ.) |
| Secretary | Takahiro Shinada(Tohoku Univ.) / Mutsumi Kimura(Renesas) |
| Assistant | Hiroya Ikeda(Shizuoka Univ.) / Tetsu Morooka(TOSHIBA MEMORY) / Rumiko Yamaguchi(Akita Univ.) / Hiroyuki Nitta(Japan Display) / Mitsuru Nakata(NHK) / Ryosuke Nonaka(Toshiba) / Takeshi Okuno(Huawei) / Tomokazu Shiga(Univ. of Electro-Comm.) |
| 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) | Simulation of neural network using ferroelectric capacitor |
| Sub Title (in English) | |
| Keyword(1) | |
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| 1st Author's Name | Isato Ogawa |
| 1st Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 2nd Author's Name | Tomoharu Yokoyama |
| 2nd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 3rd Author's Name | Mutsumi Kimura |
| 3rd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| Date | 2017-12-22 |
| Paper # | EID2017-21,SDM2017-82 |
| Volume (vol) | vol.117 |
| Number (no) | EID-372,SDM-373 |
| Page | pp.pp.51-55(EID), pp.51-55(SDM), |
| #Pages | 5 |
| Date of Issue | 2017-12-15 (EID, SDM) |