材料科学
记忆电阻器
双层
神经形态工程学
氧气
电极
光电子学
纳米技术
电子工程
计算机科学
人工神经网络
化学
有机化学
物理化学
机器学习
膜
生物
工程类
遗传学
作者
Ange Liang,Jingwei Zhang,Fang Wang,Yutong Jiang,Kai Hu,Xin Shan,Qi Liu,Zhitang Song,Kailiang Zhang
出处
期刊:Nanotechnology
[IOP Publishing]
日期:2020-12-15
卷期号:32 (14): 145202-145202
被引量:19
标识
DOI:10.1088/1361-6528/abd3c7
摘要
Hafnium oxides (HfO x ) based flexible memristors were fabricated on polyethylene naphtholate (PEN) substrates to simulate a variety of bio-synapse functions. By optimizing the manufacturing conditions of electrode and active films, it is proved that the TiN/HfO x /W/ITO/PEN bilayer device has robust flexibility and can still be modulated after 2000 times of bending. The memristor device exhibits better symmetrical and linear characteristics with excellent uniformity at lower programming power consumption (∼38 μW). In addition, the essential synaptic behaviors have further been achieved in the devices, including the transition from short-term plasticity to long-term plasticity and spike time-dependent plasticity. Through the analysis of I-V curves and XPS data, a switching mechanism based on HfO x /W interface boundary drift is constructed. It is revealed that the redox reaction caused by W intercalation can effectively regulate the content of oxygen vacancy in HfO x . At the same time, bias-induced interfacial reactions will regulate the movement of oxygen vacancies, which emulates bio-synapse functions and improves the electrical properties of the device.
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