Reservoir computing with dipole-coupled nanomagnets

Nomura Hikaru; Furuta Taishi; Tsujimoto Kazuki; Kuwabiraki Yuki; Peper Ferdinand; Tamura Eiiti; Miwa Shinji; Goto Minori; Nakatani Ryoichi; Suzuki Yoshishige

首页> 外文期刊>Japanese journal of applied physics >Reservoir computing with dipole-coupled nanomagnets

【24h】

Reservoir computing with dipole-coupled nanomagnets

机译：用偶极耦合纳米磁镜计算的储层计算

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

The feasibility of reservoir computing based on dipole-coupled nanomagnets is demonstrated using micro-magnetic simulations at 0 K. The static-magnetization directions of the nanomagnets are used as reservoir states. To update these states, we change the magnetization of one nanomagnet according to a single-bit-sequential input signal. We also change the uniaxial-anisotropy of the other nanomagnets using a voltage-induced magnetic anisotropy change to facilitate the flow of information, storage, and linearonlinear calculations. As a result, the reservoir computing output matrix was found to be trainable to perform AND/OR/XOR operations with an input delay of up to three bits. (C) 2019 The Japan Society of Applied Physics

机译：基于偶极耦合纳米磁磁带仪的储层计算的可行性在0 k下使用微磁性模拟来证明。纳米磁头的静磁化方向用作储存器状态。为了更新这些状态，我们根据单比特顺序输入信号改变一个NANOMAGNET的磁化。我们还使用电压诱导的磁各向异性变化来改变其他纳米磁磁带的单轴各向异性，以便于信息，存储和线性/非线性计算流。结果，发现储库计算输出矩阵是可培训的，以执行和/或/ XOR操作，输入延迟最多三位。（c）2019年日本应用物理学会

著录项

来源
《Japanese journal of applied physics》 |2019年第7期|070901.1-070901.5|共5页
作者
Nomura Hikaru; Furuta Taishi; Tsujimoto Kazuki; Kuwabiraki Yuki; Peper Ferdinand; Tamura Eiiti; Miwa Shinji; Goto Minori; Nakatani Ryoichi; Suzuki Yoshishige;
展开▼
作者单位

Osaka Univ Ctr Spintron Res Network Toyonaka Osaka 5608531 Japan|Osaka Univ Grad Sch Engn Sci Toyonaka Osaka 5608531 Japan|Osaka Univ Grad Sch Engn Suita Osaka 5650871 Japan;

Osaka Univ Grad Sch Engn Sci Toyonaka Osaka 5608531 Japan;

Osaka Univ Grad Sch Engn Suita Osaka 5650871 Japan;

Osaka Univ Grad Sch Engn Suita Osaka 5650871 Japan;

Natl Inst Informat & Commun Technol Ctr Informat & Neural Networks Suita Osaka 5650871 Japan|Osaka Univ Suita Osaka 5650871 Japan;

Osaka Univ Grad Sch Engn Sci Toyonaka Osaka 5608531 Japan;

Osaka Univ Ctr Spintron Res Network Toyonaka Osaka 5608531 Japan|Osaka Univ Grad Sch Engn Sci Toyonaka Osaka 5608531 Japan|Univ Tokyo Inst Solid State Phys Kashiwa Chiba 2778581 Japan;

Osaka Univ Ctr Spintron Res Network Toyonaka Osaka 5608531 Japan|Osaka Univ Grad Sch Engn Sci Toyonaka Osaka 5608531 Japan;

Osaka Univ Grad Sch Engn Suita Osaka 5650871 Japan;

Osaka Univ Ctr Spintron Res Network Toyonaka Osaka 5608531 Japan|Osaka Univ Grad Sch Engn Sci Toyonaka Osaka 5608531 Japan;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词

相似文献

外文文献
中文文献
专利

1. Reservoir computing with two-bit input task using dipole-coupled nanomagnet array [J] . Nomura Hikaru, Tsujimoto Kazuki, Goto Minori, Japanese journal of applied physics . 2020,第SE期

机译：使用偶极耦合纳米磁铁阵列进行两位输入任务的储层计算
2. Reservoir computing with dipole-coupled nanomagnets [J] . Nomura Hikaru, Furuta Taishi, Tsujimoto Kazuki, Japanese journal of applied physics . 2019,第7期

机译：偶极耦合纳米磁铁的储层计算
3. Computing in Thermal Equilibrium With Dipole-Coupled Nanomagnets [J] . Carlton D. B., Lambson B., Scholl A., Nanotechnology, IEEE Transactions on . 2011,第6期

机译：偶极子耦合纳米磁体的热平衡计算
4. Simulation of reservoir computing using dipole-coupled nanomagnet array with different clocking frequency [C] . K. Tsujimoto, H. Nomura, Y. Kuwabiraki, 応用物理学会学術講演会;応用物理学会 . 2020

机译：具有不同时钟频率的偶极耦合纳米磁体阵列储层计算的仿真
5. Computing with field-coupled nanomagnets. [D] . Csaba, Gyorgy. 2003

机译：使用场耦合纳米磁铁进行计算。
6. A reservoir computing approach for forecasting and regenerating both dynamical and time-delay controlled financial system behavior [O] . Rajat Budhiraja, Manish Kumar, Mrinal K. Das, 2021

机译：一种预测和再生动态和时间延迟控制金融系统行为的储层计算方法
7. Reservoir computing with dipole-coupled nanomagnets [O] . Hikaru Nomura, Taishi Furuta, Kazuki Tsujimoto, 2019

机译：用偶极耦合纳米磁镜计算的储层计算

Reservoir computing with dipole-coupled nanomagnets

摘要

著录项

相似文献

相关主题

期刊订阅