铁电和光电子合效应在基于半导体的FET中用于视觉模拟
Can Zhao1, Zhaotan Gao1, Zian Hong1
1Technical Center for Multifunctional Magneto-Optical Spectroscopy (Shanghai), Engineering Research Center of Nanophotonics & Advanced Instrument (Ministry of Education), Department of Physics, School of Physics and Electronic Science, East China Normal University, Shanghai, 200241, China.
铁电半导体场效应晶体管 (FeSFET) 展示了先进电子的可调导电导状态. 这些设备实现了高开/关比,并识别了手写数字,为内存计算铺平了道路.
科学领域:
- 材料科学 材料科学 材料科学
- 凝聚物质物理学 凝聚物质物理学
- 设备工程 设备工程
背景情况:
- 控制铁电极化是新型光电子特性的关键.
- 铁电半导体为先进的电子设备提供了一条途径.
研究的目的:
- 为了制造和表征基于铁电半导体的场效应晶体管 (FeSFETs),使用α-二化物 (α-In2Se3).
- 调查铁电极化对设备导电状态和性能的影响.
- 探索这些FeSFETs在神经形态计算应用中的潜力.
主要方法:
- 基于α-In2Se3的FeSFET的制造.
- 电气特性包括开/关电流比和暗电流测量.
- 凯尔文探针力显微镜 (KPFM) 和光电子测量以研究载体运输.
- 在MNIST手写数字数据集上对设备进行培训和测试.
主要成果:
- 通过控制铁电极化,在基于α-In2Se3的FeSFET中实现了多重导电状态.
- 证明了高开/关电流比 (≈10^5) 和低暗电流 (≈10^-11 A).
- 展示了卓越的设备耐用性和保留性.
- 成功识别了来自MNIST数据集的手写数字,准确率达95.5%.
结论:
- 基于α-In2Se3的FeSFET中的铁电极化控制使可调节的设备特性成为可能.
- 开发的FeSFET显示了内存传感和计算应用的前景.
- 这项工作为先进的光电子设备提供了一个新的设计范式.
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