| Presentation | 2021-07-21 Development of Spiking Neural Network Using Mem Capacitor Atsushi Sawada, Reon Oshio, Takeshi Nomura, Renyuan Zhang, Mutsumi Kimura, Yasuhiko Nakashima, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, an increase in power consumption has become a problem as machine learning becomes more sophisticated. Among neuromorphic systems, spiking neural networks are attracting attention as an information technology platform for solving the above problems. In this research, we propose a spiking neural network that realizes low power consumption by using a mem capacitor and a pulse integrator circuit. It was confirmed that the pulse integration function considering the synaptic weight can be realized. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Memcapacitor / Spiking Neural Network |
| Paper # | CPSY2021-11,DC2021-11 |
| Date of Issue | 2021-07-13 (CPSY, DC) |
| Conference Information | |
| Committee | CPSY / DC / IPSJ-ARC |
|---|---|
| Conference Date | 2021/7/20(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SWoPP2021: Parallel, Distributed and Cooperative Processing Systems and Dependable Computing |
| Chair | Michihiro Koibuchi(NII) / Hiroshi Takahashi(Ehime Univ.) / Hiroshi Inoue(Kyushu Univ.) |
| Vice Chair | Kota Nakajima(Fujitsu Lab.) / Tomoaki Tsumura(Nagoya Inst. of Tech.) / Tatsuhiro Tsuchiya(Osaka Univ.) |
| Secretary | Kota Nakajima(JAIST) / Tomoaki Tsumura(Hitachi) / Tatsuhiro Tsuchiya(Nihon Univ.) / (Chiba Univ.) |
| Assistant | Ryohei Kobayashi(Tsukuba Univ.) / Takaaki Miyajima(Meiji Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Computer Systems / Technical Committee on Dependable Computing / Special Interest Group on System Architecture |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of Spiking Neural Network Using Mem Capacitor |
| Sub Title (in English) | |
| Keyword(1) | Memcapacitor |
| Keyword(2) | Spiking Neural Network |
| 1st Author's Name | Atsushi Sawada |
| 1st Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 2nd Author's Name | Reon Oshio |
| 2nd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 3rd Author's Name | Takeshi Nomura |
| 3rd Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 4th Author's Name | Renyuan Zhang |
| 4th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 5th Author's Name | Mutsumi Kimura |
| 5th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| 6th Author's Name | Yasuhiko Nakashima |
| 6th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| Date | 2021-07-21 |
| Paper # | CPSY2021-11,DC2021-11 |
| Volume (vol) | vol.121 |
| Number (no) | CPSY-116,DC-117 |
| Page | pp.pp.59-63(CPSY), pp.59-63(DC), |
| #Pages | 5 |
| Date of Issue | 2021-07-13 (CPSY, DC) |