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Nanoionic memristive phenomena in metal oxides: the valence change mechanism

电铸 价(化学) 材料科学 电阻随机存取存储器 纳米技术 神经形态工程学 记忆电阻器 工作职能 化学物理 氧化物 电极 光电子学 电阻式触摸屏 计算机科学 电子工程 化学 图层(电子) 工程类 物理化学 机器学习 人工神经网络 计算机视觉 有机化学 冶金
作者
Regina Dittmann,Stephan Menzel,Rainer Waser
出处
期刊:Advances in Physics [Informa]
卷期号:70 (2): 155-349 被引量:62
标识
DOI:10.1080/00018732.2022.2084006
摘要

This review addresses resistive switching devices operating according to the bipolar valence change mechanism (VCM), which has become a major trend in electronic materials and devices over the last decade due to its high potential for non-volatile memories and future neuromorphic computing. We will provide detailed insights into the status of understanding of these devices as a fundament for their use in the different fields of application. The review covers the microscopic physics of memristive states and the switching kinetics of VCM devices. It is shown that the switching of all variants of VCM cells relies on the movement of mobile donor ions, which are typically oxygen vacancies or cation interstitials. VCM cells consist of three parts: an electronically active electrode (AE), often a metal with a high work function, in front of which the switching occurs, a mixed ionic-electronic conducting (MIEC) layer consisting of a nanometer-scale metal oxide or a stack of different metal oxides, and an ohmic counter electrode (OE). After an introduction to definitions and classification, the fundamentals of solid-state physics and chemistry associated with VCM cells are described, including redox processes and the role of electrodes. The microscopic changes induced by electroforming, a process often required prior to resistive switching, are described in terms of electronic initialization and subsequent changes in chemistry, structure, and conductivity. The switching process is discussed in terms of switching polarity, geometry of the switching region, and spectroscopic detection of the valence changes. Emphasis is placed on the extreme nonlinearity of switching kinetics described by physics-based multiscale modeling, ranging from ab initio methods to kinetic Monte Carlo and finite element models to compact models that can be used in circuit simulators. The review concludes with a treatment of the highly relevant reliability issues and a description of the failure mechanisms, including mutual trade-offs.
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