| Presentation | 2022-03-27 Construction and Evaluation of Physical Reservoir Based on CNT/Molecular Networks Kento Igarashi, Tetsuya Asai, Megumi Akai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Previous studies have suggested that a network consisting of carbon nanotubes ( CNT ) and polyacid molecules ( POM ) may constitute a physical reservoir in reservoir calculations. In this study, we first confirmed the reservoir behavior by using simulations with nonlinear response of POM molecules. After that, CNT/POM networks were created and measured experimentally. In this presentation, we will discuss the relationship between the measurement method, sample preparation conditions, etc. and the reservoir performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Artificial Intelligence / Reservoir Computing / Times series prediction / Nanomolecules |
| Paper # | CCS2021-36 |
| Date of Issue | 2022-03-20 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2022/3/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | RUSUTSU RESORT HOTEL & CONVENTION |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuya Asai(Hokkaido Univ.) |
| Vice Chair | Megumi Akai(Hokkaido Univ.) / Masaki Aida(TMU) |
| Secretary | Megumi Akai(TDK) / Masaki Aida(Mie Univ.) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Osaka Univ.) / Sumiko Miyata(Shibaura Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Construction and Evaluation of Physical Reservoir Based on CNT/Molecular Networks |
| Sub Title (in English) | |
| Keyword(1) | Artificial Intelligence |
| Keyword(2) | Reservoir Computing |
| Keyword(3) | Times series prediction |
| Keyword(4) | Nanomolecules |
| 1st Author's Name | Kento Igarashi |
| 1st Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 2nd Author's Name | Tetsuya Asai |
| 2nd Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 3rd Author's Name | Megumi Akai |
| 3rd Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| Date | 2022-03-27 |
| Paper # | CCS2021-36 |
| Volume (vol) | vol.121 |
| Number (no) | CCS-442 |
| Page | pp.pp.1-6(CCS), |
| #Pages | 6 |
| Date of Issue | 2022-03-20 (CCS) |