Forming-free Pt/Al2O3/HfO2/HfAlOx/TiN memristor with controllable multilevel resistive switching and neuromorphic characteristics for artificial synapse

被引:78
|
作者
Ismail, Muhammad [1 ]
Mahata, Chandreswar [1 ]
Kim, Sungjun [1 ]
机构
[1] Dongguk Univ, Div Elect & Elect Engn, Seoul 04620, South Korea
基金
新加坡国家研究基金会;
关键词
Wearable electronics; Neuromorphic systems; Electronic synapse; Multilayer memristor; Non-volatile memory; TIMING-DEPENDENT PLASTICITY; CERIA THIN-FILMS; BIPOLAR; COEXISTENCE; TRANSITION; UNIPOLAR; LOGIC;
D O I
10.1016/j.jallcom.2021.162141
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Controllable multilevel resistive switching (RS) and neuromorphic characteristics emerges as a promising paradigm to build power-efficient computing hardware for high density data storage memory and artificial intelligence. Nevertheless, the current nonvolatile memory still endures from reliability and variability of the memristors. In this work, Pt/Al2O3/HfO2/HfAlOx/TiN multilayer memristor was prepared by using atomic layer deposition (ALD) to examine the well-regulated multilevel RS and neuromorphic properties. The memristor was found to demonstrate admirable RS properties, including forming-free, low operating voltage (Set/Reset), high switching ratio (> 100), multi-level retention time (10(4) s), and good durability (1000 switching cycles). Furthermore, seven and four resistance states can be accomplished by modulating CC through set-operation and stop-voltage during the reset-operation. By modulating the multi-level resistance state, the electronic synapse can simulate synaptic plasticity, such as potentiation/depression, paired pulse facilitation (PPF) and spike-timing-dependent plasticity (STDP). Results show that a multilayer memristor has potential in the application of multilevel data storage memory and bionic portable electronic devices. (C) 2021 Elsevier B.V. All rights reserved.
引用
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页数:10
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