材料科学
晶体管
光电子学
神经形态工程学
薄膜晶体管
原子层沉积
纳米技术
电压
计算机科学
图层(电子)
电气工程
人工神经网络
机器学习
工程类
作者
Yu Liu,Xiawa Wang,Wenjie Chen,Linyuan Zhao,Wei Zhang,Weijun Cheng,Ziting Zhuo,Jing Wang,Tian‐Ling Ren,Jun Xu
标识
DOI:10.1016/j.spmi.2019.01.026
摘要
Bionic devices, such as potentiated synaptic devices, have obtained a lot of attention over the past years. However, depressed synaptic devices, which are equally significant in brain-inspired computation devices, have attracted less attention due to the lack of a proper electrolyte. In this work, an indium-gallium-zinc-oxide (IGZO) and aluminum oxide (Al2O3) film based synaptic transistor was fabricated for depressed neuromorphic applications. An Al2O3 film desposited by the atomic layer deposition (ALD) at 100 °C was used as the insulator. The low temperature introduced a lot of electron trappings at the IGZO-Al2O3 interface, which contributed to the depression feature of the synaptic transistor. The energy consumption of the fabricated transistor was estimated to be as low as ∼3.8 pJ/spike. The recovery time of a pulse was as short as ∼150 ms. Paired-pulse depression (PPD) and low-frequency filter behaviors were also mimicked in the transistor.
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