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通过多晶二维MoS中的缺陷工程实现用于神经形态计算的电子突触

Realizing Electronic Synapses by Defect Engineering in Polycrystalline Two-Dimensional MoS for Neuromorphic Computing.

作者信息

Lee Eunho, Kim Junyoung, Park Juhong, Hwang Jinwoo, Jang Hyoik, Cho Kilwon, Choi Wonbong

机构信息

Department of Mechanical and Energy Engineering, University of North Texas, Denton, Texas 76203, United States.

Department of Chemical Engineering, Kumoh National Institute of Technology, Gumi 39177, Korea.

出版信息

ACS Appl Mater Interfaces. 2023 Mar 29;15(12):15839-15847. doi: 10.1021/acsami.2c21688. Epub 2023 Mar 15.

DOI:10.1021/acsami.2c21688
PMID:36919898
Abstract

Neuromorphic computing based on two-dimensional transition-metal dichalcogenides (2D TMDs) has attracted significant attention recently due to their extraordinary properties generated by the atomic-thick layered structure. This study presents sulfur-defect-assisted MoS artificial synaptic devices fabricated by a simple sputtering process, followed by a precise sulfur (S) vacancy-engineering process. While the as-sputtered MoS film does not show synaptic behavior, the S vacancy-controlled MoS film exhibits excellent synapse with remarkable nonvolatile memory characteristics such as a high switching ratio (∼10), a large memory window, and long retention time (∼10 s) in addition to synaptic functions such as paired-pulse facilitation (PPF) and long-term potentiation (LTP)/depression (LTD). The synaptic device working mechanism of Schottky barrier height modulation by redistributing S vacancies was systemically analyzed by electrical, physical, and microscopy characterizations. The presented MoS synaptic device, based on the precise defect engineering of sputtered MoS, is a facile, low-cost, complementary metal-oxide semiconductor (CMOS)-compatible, and scalable method and provides a procedural guideline for the design of practical 2D TMD-based neuromorphic computing.

摘要

基于二维过渡金属二硫属化物(2D TMDs)的神经形态计算近来因其原子级厚度的层状结构所产生的非凡特性而备受关注。本研究展示了通过简单溅射工艺制备的硫缺陷辅助的MoS人工突触器件,随后进行精确的硫(S)空位工程处理。虽然溅射后的MoS薄膜不表现出突触行为,但经S空位控制的MoS薄膜除了具有诸如双脉冲易化(PPF)和长时程增强(LTP)/抑制(LTD)等突触功能外,还展现出具有显著非易失性存储特性的优异突触,如高开关比(约10)、大存储窗口和长保持时间(约10秒)。通过电学、物理和显微镜表征系统地分析了通过重新分布S空位来调制肖特基势垒高度的突触器件工作机制。所展示的基于溅射MoS精确缺陷工程的MoS突触器件是一种简便、低成本、与互补金属氧化物半导体(CMOS)兼容且可扩展的方法,并为基于二维过渡金属二硫属化物的实用神经形态计算设计提供了程序指南。

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