电阻随机存取存储器
材料科学
神经形态工程学
光电子学
电极
脉搏(音乐)
电压
重置(财务)
纳米技术
电气工程
化学
计算机科学
机器学习
工程类
物理化学
经济
金融经济学
人工神经网络
作者
S. Shingubara,C.Y. Huang,Rintaro Hatanaka,Tomohiro Shimizu,Takeshi Ito
标识
DOI:10.35848/1347-4065/ac7bf5
摘要
Abstract The demand for neuromorphic computing is increasing, and resistive random access memory (ReRAM) devices are intriguing candidates for synaptic applications. We studied a Ti/HfO x /Au ReRAM device with this potential in view, and fabricated a Ti/HfO x /Pt device for comparison. Both devices exhibited bipolar switching characteristics. In response to voltage pulse trains, gradual resistance change was observed in the Ti/HfO x /Au device for both the SET and RESET processes, indicating its suitability for artificial synapse application. In contrast, an abrupt resistance change was observed in the SET process of the Ti/HfO x /Pt device. A significant diffusion of Au atoms occurred in the HfO x layer of the Ti/HfO x /Au device, and the Au atoms were oxidized at the interface. This led to an increase in the O vacancy concentration, which assisted the achievement of the gradual resistance change. The present study indicates that the Ti/HfO x /Au device demonstrates good potential for use as an artificial synaptic device.
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