| Presentation | 2016-12-12 Research of capacitor-type synapses in the hardware of the neural network Koki Watada, Hiroki Nakanishi, Mutsumi Kimura, Tokiyoshi Matsuda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We are studying capacitor type synapses for the purpose of reducing power consumption when hardware of neural networks are made. We conducted a learning experiment of arbitrary logic with a trimmer capacitors and confirmed the operation of learning and recalling AND logic, OR logic, XOR logic. We developed a cross-point type devices using IGZO thin films which are fabricated using a low-temperature process and have high mobility among thin film materials that can be highly integrated, and we confirmed its possibility as a highly integrated synapse elements with much improved element integration. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cellular Neural Network / FPGA / Variable Capacitor / Neuron / Synapse |
| Paper # | EID2016-28,SDM2016-109 |
| 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) | Research of capacitor-type synapses in the hardware of the neural network |
| Sub Title (in English) | |
| Keyword(1) | Cellular Neural Network |
| Keyword(2) | FPGA |
| Keyword(3) | Variable Capacitor |
| Keyword(4) | Neuron |
| Keyword(5) | Synapse |
| 1st Author's Name | Koki Watada |
| 1st Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 2nd Author's Name | Hiroki Nakanishi |
| 2nd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 3rd Author's Name | Mutsumi Kimura |
| 3rd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 4th Author's Name | Tokiyoshi Matsuda |
| 4th Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| Date | 2016-12-12 |
| Paper # | EID2016-28,SDM2016-109 |
| Volume (vol) | vol.116 |
| Number (no) | EID-354,SDM-355 |
| Page | pp.pp.85-88(EID), pp.85-88(SDM), |
| #Pages | 4 |
| Date of Issue | 2016-12-05 (EID, SDM) |