| アイテムタイプ |
学術雑誌論文 = Journal Article(1) |
| 公開日 |
2024-11-01 |
| 資源タイプ |
|
|
資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
|
資源タイプ |
journal article |
| タイトル |
|
|
タイトル |
A new physical reservoir using the complex dynamics of electric fields in type-II superconductors containing pinning centers interacting with quantized magnetic flux lines |
|
言語 |
en |
| その他のタイトル |
|
|
その他のタイトル |
A New Physical Reservoir Using the Complex Dynamics of Electric Fields in Type-II Superconductors Containing Pinning Centers Interacting with Quantized Magnetic Flux Lines |
|
言語 |
en |
| 言語 |
|
|
言語 |
eng |
| 著者 |
Arita, Ken
Ueda, Tenma
小田部, エドモンド 荘司
宇佐美, 雄生
田中, 啓文
Matsuno, Tetsuya
|
| 抄録 |
|
|
内容記述タイプ |
Abstract |
|
内容記述 |
Reservoir computing, which takes advantage of physical phenomena with nonlinearities, is attracting a lot of attention. Therefore, it is expected to focus on superconductivity, a physical phenomenon with nonlinearities between the output electric field and the input current density. Compared to other physical phenomena used in reservoirs, it is considered that with superconductivity, the nonlinearity can easily be adjusted spatially by pin placement to produce dynamics suitable for reservoirs. The nonlinearity between the electric field generated by the motion of the quantized magnetic flux lines and the input current density was used to perform a reservoir computing task. Three waveform generation tasks, a NARMA2 task and a nonlinear-memory task were performed, and all tasks were generally successful. It was found that the electromagnetic phenomenon in superconductors can be used as a physical reservoir. |
|
言語 |
en |
| 書誌情報 |
en : Physica C: Superconductivity and its Applications
巻 662,
p. 1354522,
発行日 2024-05-27
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| 出版社 |
|
|
出版者 |
Elsevier |
|
言語 |
en |
| DOI |
|
|
|
識別子タイプ |
DOI |
|
|
関連識別子 |
https://doi.org/10.1016/j.physc.2024.1354522 |
| ISSN |
|
|
収録物識別子タイプ |
PISSN |
|
収録物識別子 |
0921-4534 |
| ISSN |
|
|
収録物識別子タイプ |
EISSN |
|
収録物識別子 |
1873-2143 |
| 著作権関連情報 |
|
|
権利情報 |
Copyright (c) 2024 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies. |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
Reservoir computing |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
Pinning effect |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
Time dependent Ginzburg–Landau equations |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
Nonlinear electric field-current density property |
| キーワード |
|
|
主題Scheme |
Other |
|
主題 |
Quantized magnetic flux lines |
| 出版タイプ |
|
|
出版タイプ |
AM |
|
出版タイプResource |
http://purl.org/coar/version/c_ab4af688f83e57aa |
| 査読の有無 |
|
|
値 |
yes |
| 研究者情報 |
|
|
URL |
https://hyokadb02.jimu.kyutech.ac.jp/html/205_ja.html |
| 論文ID（連携） |
|
|
値 |
10441679 |
| 連携ID |
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|
値 |
12393 |
10441679.pdf (1.5 MB)
