高效的铁电电容储通过研究其非线性极化动态进行计算
Leisheng Jin1, Yiming Cao1, Zhuo Liu1
1College of Integrated Circuit Science and Engineering, <a href="https://ror.org/043bpky34">Nanjing University of Posts and Telecommunications</a>, Nanjing 210023, China.
Physical review. E
|November 20, 2024
概括
本研究探讨了使用金属-铁电-金属 (MFM) 电容器的物理储计算 (RC). 在MFM设备中优化的非线性动态显著提高了RC性能,实现了96.13%的识别率.
科学领域:
- 物理 物理学 物理
- 材料科学 材料科学 材料科学
- 计算机科学 计算机科学
背景情况:
- 物理储库计算 (RC) 利用非线性动态进行计算.
- 金属-铁电-金属 (MFM) 电容器在内存计算 (CIM) 应用中具有前景.
- 了解设备动态对于优化RC性能至关重要.
研究的目的:
- 为了将物理RC性能与设备非线性动力学相关联.
- 使用MFM电容器设计和验证一个RC系统.
- 调查动态参数对RC效率的影响.
主要方法:
- 在MFM电容器中开发了铁电极化的非线性动态模型.
- 使用单个和数组MFM电容器设计的物理RC系统.
- 分析了RC设计的模型稳定性和可行的动态案例.
- 数字化进行的初始任务和绩效验证的基准.
主要成果:
- 通过选择适当的动态案例,实现了96.13%的高识别率.
- 证明了设计的基于MFM的RC在以前的工作中的优越性.
- 确定了影响RC系统中短暂响应,非线性和内存的关键参数.
结论:
- 使用MFM电容器建立了高效RC设计的基础.
- 突出了MFM电容器和其他存储器设备在先进计算中的潜力.
- 展示了物理计算系统中设备级非线性动态的重要性.
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