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用于神经形态计算的钼辐照二硫化铼中的界面调制电阻开关

Interface-Modulated Resistive Switching in Mo-Irradiated ReS for Neuromorphic Computing.

作者信息

Pam Mei Er, Li Sifan, Su Tong, Chien Yu-Chieh, Li Yesheng, Ang Yee Sin, Ang Kah-Wee

机构信息

Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, 117583, Singapore.

Science, Mathematics and Technology (SMT), Singapore University of Technology and Design (SUTD), 8 Somapah Road, Singapore, 487372, Singapore.

出版信息

Adv Mater. 2022 Jul;34(30):e2202722. doi: 10.1002/adma.202202722. Epub 2022 Jun 17.

DOI:10.1002/adma.202202722
PMID:35610176
Abstract

Coupling charge impurity scattering effects and charge-carrier modulation by doping can offer intriguing opportunities for atomic-level control of resistive switching (RS). Nonetheless, such effects have remained unexplored for memristive applications based on 2D materials. Here a facile approach is reported to transform an RS-inactive rhenium disulfide (ReS ) into an effective switching material through interfacial modulation induced by molybdenum-irradiation (Mo-i) doping. Using ReS as a model system, this study unveils a unique RS mechanism based on the formation/dissolution of metallic β-ReO filament across the defective ReS interface during the set/reset process. Through simple interfacial modulation, ReS of various thicknesses are switchable by modulating the Mo-irradiation period. Besides, the Mo-irradiated ReS (Mo-ReS ) memristor further exhibits a bipolar non-volatile switching ratio of nearly two orders of magnitude, programmable multilevel resistance states, and long-term synaptic plasticity. Additionally, the fabricated device can achieve a high MNIST learning accuracy of 91% under a non-identical pulse train. The study's findings demonstrate the potential for modulating RS in RS-inactive 2D materials via the unique doping-induced charged impurity scattering property.

摘要

将电荷杂质散射效应与通过掺杂实现的载流子调制相结合,可为电阻开关(RS)的原子级控制提供有趣的机会。尽管如此,对于基于二维材料的忆阻器应用,此类效应仍未得到探索。在此,报道了一种简便方法,通过钼辐照(Mo-i)掺杂诱导的界面调制,将无RS活性的二硫化铼(ReS₂)转变为有效的开关材料。以ReS₂作为模型系统,本研究揭示了一种独特的RS机制,该机制基于在设置/重置过程中跨越有缺陷的ReS₂界面形成/溶解金属β-ReO细丝。通过简单的界面调制,通过调节钼辐照时间,各种厚度的ReS₂均可实现开关功能。此外,钼辐照的ReS₂(Mo-ReS₂)忆阻器进一步展现出近两个数量级的双极非易失性开关比、可编程的多级电阻状态以及长期的突触可塑性。此外,所制备的器件在非相同脉冲序列下可实现91%的高MNIST学习准确率。该研究结果证明了通过独特的掺杂诱导电荷杂质散射特性来调制无RS活性的二维材料中RS的潜力。

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