通过在受挫的磁铁中频率过来计算热强的时空平行水库
Kaito Kobayashi1, Yukitoshi Motome2
1Department of Applied Physics, University of Tokyo, Bunkyo-ku, Tokyo, 113-8656, Japan. kaito-kobayashi92@g.ecc.u-tokyo.ac.jp.
Scientific reports
|October 10, 2023
概括
这项研究引入了一个新的spintronic物理水库计算框架. 它克服了热噪声限制,使用频域动态来实现强大的高性能神经形态计算.
科学领域:
- 神经形态工程的神经形态工程
- 这就是Spintronics.
- 凝聚物质物理学 凝聚物质物理学
背景情况:
- 物理储库计算 (PRC) 使用非线性动态进行脑启发的处理.
- 螺旋电子设备对中国来说是有前途的,但受到影响短期记忆的热噪声的阻碍.
研究的目的:
- 提出一个新的自旋电子物理水库框架.
- 为了解决自旋电子神经形态计算中的热噪声限制.
- 增强螺旋电子设备中的信息处理能力.
主要方法:
- 在交互旋转中利用频域动态.
- 使用频率过器来提高噪声稳定性和多重化.
- 模拟受挫的磁铁,以证明框架的有效性.
主要成果:
- 证明了对热量的波动的强度.
- 实现了频率分割复杂化的可行性.
- 通过交换交互来展示多频信息处理的非线性.
结论:
- 建立了高性能自旋电子储的设计原则.
- 拟议的框架能够实现高度集成的时空空间计算单元.
- 提供了一个途径,以克服热噪声挑战在spintronic神经形态计算.
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