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

Citations

WEB OF SCIENCE

98
Citations

SCOPUS

105

초록

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.

키워드

Wearable electronicsNeuromorphic systemsElectronic synapseMultilayer memristorNon-volatile memoryTIMING-DEPENDENT PLASTICITYCERIA THIN-FILMSBIPOLARCOEXISTENCETRANSITIONUNIPOLARLOGIC
제목
Forming-free Pt/Al2O3/HfO2/HfAlOx/TiN memristor with controllable multilevel resistive switching and neuromorphic characteristics for artificial synapse
저자
Ismail, MuhammadMahata, ChandreswarKim, Sungjun
DOI
10.1016/j.jallcom.2021.162141
발행일
2022-02
유형
Article
저널명
Journal of Alloys and Compounds
892
페이지
1 ~ 10