| Presentation | 2024-01-25 [Poster Presentation] Reproduction of changes in membrane potential of neurons by synaptic devices using memristors Kenta Yachida, Yoshiya Abe, Kazuki Sawai, Tokiyoshi Matsuda, Hidenori Kawanishi, Mutsumi Kimura, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We attempted to replicate the changes in the membrane potential of neurons using thin-film neuromorphic devices that integrate memristors and high-resistance SiO2. Using the dynamic behavior of memristors circuit, we constructed the sum-of-products circuit for continuous spike pulses and confirmed its operation. We confirmed the staircase waveform that the membrane potential rises while spike pulses are applied and is maintained while no spike pulses are applied. We confirmed that this waveform changes depending on the resistance value of memristors. Therefore, we thought that the fabricated devices could be used as synapses in neural networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / neuromorphic / synapse / memristor |
| Paper # | EID2023-4 |
| Date of Issue | 2024-01-18 (EID) |
| Conference Information | |
| Committee | EID / ITE-IDY / IEE-EDD / SID-JC / IEIJ-SSL |
|---|---|
| Conference Date | 2024/1/25(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Masayuki Kanbara(NAIST) |
| Vice Chair | Mitsuhiro Akimoto(Sanyo-Onoda City Univ) / Masanobu Mizusaki(SHARP) |
| Secretary | Mitsuhiro Akimoto(NHK) / Masanobu Mizusaki(Japan Display) |
| Assistant | Munekazu Date(NTT) / Mutsumi Kimura(Ryukoku Univ.) / Tomokazu Shiga(Univ. of Electro-Comm.) / Hiroko Kominami(Shizuoka Univ.) / Rumiko Yamaguchi(Akita Univ.) / Masahiro Yamaguchi(Tokyo Inst. of Tec.) |
| Paper Information | |
| Registration To | Technical Committee on Electronic Information Displays / Technical Group on Information Display / Technical Meeting on Electron Devices / Society for Information Display Japan Chapter / Division of Solid State Light Sources |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Reproduction of changes in membrane potential of neurons by synaptic devices using memristors |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | neuromorphic |
| Keyword(3) | synapse |
| Keyword(4) | memristor |
| 1st Author's Name | Kenta Yachida |
| 1st Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 2nd Author's Name | Yoshiya Abe |
| 2nd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 3rd Author's Name | Kazuki Sawai |
| 3rd Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 4th Author's Name | Tokiyoshi Matsuda |
| 4th Author's Affiliation | Kindai University/Ryukoku University(Kindai Univ./Ryukoku Univ.) |
| 5th Author's Name | Hidenori Kawanishi |
| 5th Author's Affiliation | Ryukoku University(Ryukoku Univ.) |
| 6th Author's Name | Mutsumi Kimura |
| 6th Author's Affiliation | Ryukoku University/Nara Institute of Science and Technology(Ryukoku Univ./NAIST) |
| Date | 2024-01-25 |
| Paper # | EID2023-4 |
| Volume (vol) | vol.123 |
| Number (no) | EID-360 |
| Page | pp.pp.9-12(EID), |
| #Pages | 4 |
| Date of Issue | 2024-01-18 (EID) |