Effect of interlayer on resistive switching properties of SnO2-based memristor for synaptic application

被引:65
|
作者
Rahmani, Mehr Khalid [1 ]
Ismail, Muhammad [2 ]
Mahata, Chandreswar [1 ]
Kim, Sungjun [2 ]
机构
[1] Chungbuk Natl Univ, Sch Elect Engn, Cheongju 28644, South Korea
[2] 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
Memristor; Semiconducting materials; Potentiation; Depression; LONG-TERM POTENTIATION; FORMING-FREE; THIN-FILMS; MEMORY; SYNAPSES; MECHANISMS; PLASTICITY; DEVICES; SNO2;
D O I
10.1016/j.rinp.2020.103325
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Memristor device opens a new pathway for artificial synapses in the neuromorphic system. In this work, we demonstrate the enhanced memristive and synaptic charactersitcs in SnO2-based memristor device with a thin amorphous zinc fin oxide (alpha-ZTO) film and TiON interlayer that is confirmed by X-ray photoelectron spectroscopy (XPS) analysis. A more linear and symmetric long-term potentiation (LTP) and long-term depression (LTD) with lower power consumption are achieved through resistance change induced by repetitive pulse inputs in the double n-type SnO2/ZTO semiconductor device. Moreover, the transition from short-term memory (STM) to long-term memory (LTM) under repetitive identical pulse inputs is demonstrated. The oxygen vacancy-based switching mechanism model and energy band diagram is proposed for W/SnO2/ZTO/TiN memristor device. Experimental results show that W/SnO2/ZTO/TiN memristor as a artificial synapses could be of great benefit for hardware neuromorphic computing.
引用
收藏
页数:9
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