Saenko Alexander V, Tominov Roman V, Jityaev Igor L, Vakulov Zakhar E, Avilov Vadim I, Polupanov Nikita V, Smirnov Vladimir A
Research Laboratory Neuroelectronics and Memristive Nanomaterials (NEUROMENA Lab), Institute of Nanotechnologies, Electronics and Electronic Equipment Engineering, Southern Federal University, 347922 Taganrog, Russia.
Department of Radioelectronics and Nanoelectronics, Institute of Nanotechnologies, Electronics and Electronic Equipment Engineering, Southern Federal University, 347922 Taganrog, Russia.
Nanomaterials (Basel). 2024 Nov 27;14(23):1901. doi: 10.3390/nano14231901.
This paper presents the results of experimental studies of the influence of high-frequency magnetron sputtering power on the structural and electrophysical properties of nanocrystalline ZnO films. It is shown that at a magnetron sputtering power of 75 W in an argon atmosphere at room temperature, ZnO films have a relatively smooth surface and a uniform nanocrystalline structure. Based on the results obtained, the formation and study of resistive switching of transparent ITO/ZnO/ITO memristor structures as well as a crossbar array based on them were performed. It is demonstrated that memristor structures based on ZnO films obtained at a magnetron sputtering power of 75 W exhibit stable resistive switching for 1000 cycles between high resistance states (HRS = 537.4 ± 26.7 Ω) and low resistance states (LRS = 291.4 ± 38.5 Ω), while the resistance ratio in HRS/LRS is ~1.8. On the basis of the experimental findings, we carried out mathematical modeling of the resistive switching of this structure, and it demonstrated that the regions with an increase in the electric field strength along the edge of the upper electrode become the main sources of oxygen vacancy generation in ZnO film. A crossbar array of 16 transparent ITO/ZnO/ITO memristor structures was also fabricated, demonstrating 20,000 resistive switching cycles between LRS = 13.8 ± 1.4 kΩ and HRS = 34.8 ± 2.6 kΩ for all devices, with a resistance ratio of HRS/LRS of ~2.5. The obtained results can be used in the development of technological processes for the manufacturing of transparent memristor crossbars for neuromorphic structures of machine vision, robotics, and artificial intelligence systems.
本文介绍了高频磁控溅射功率对纳米晶ZnO薄膜结构和电物理性能影响的实验研究结果。结果表明,在室温下氩气气氛中磁控溅射功率为75W时,ZnO薄膜具有相对光滑的表面和均匀的纳米晶结构。基于所得结果,对透明ITO/ZnO/ITO忆阻器结构的电阻开关形成及研究以及基于它们的交叉阵列进行了研究。结果表明,基于在75W磁控溅射功率下获得的ZnO薄膜的忆阻器结构在高电阻状态(HRS = 537.4±26.7Ω)和低电阻状态(LRS = 291.4±38.5Ω)之间表现出1000次循环的稳定电阻开关,而HRS/LRS中的电阻比约为1.8。基于实验结果,我们对该结构的电阻开关进行了数学建模,结果表明,沿上电极边缘电场强度增加的区域成为ZnO薄膜中氧空位产生的主要来源。还制作了一个由16个透明ITO/ZnO/ITO忆阻器结构组成的交叉阵列,所有器件在LRS = 13.8±1.4kΩ和HRS = 34.8±2.6kΩ之间展示了20,000次电阻开关循环,HRS/LRS的电阻比约为2.5。所得结果可用于开发用于制造机器视觉、机器人技术和人工智能系统的神经形态结构的透明忆阻器交叉阵列的工艺过程。