Effect of oxygen flow rate on long-term and short-term Schottky barrier modulations in Pd/IGZO/SiO2/p+-Si memristors

  • Lee, Hee Jun
  • Kim, Donguk
  • Choi, Woo Sik
  • Kim, Changwook
  • Choi, Sung-Jin
  • ... Kim, Sungjun
  • 외 3명
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초록

In this work, we investigate the long-and short-term Schottky barrier modulations in a Pd/IGZO/SiO2/p+-Si memristor under oxygen flow rate (OFR) control. The thickness of the SiO2 layer verified using transmission electron microscopy (TEM) was found to affect resistive-switching characteristics such as the on/off ratio. A high barrier was observed corresponding to a high OFR in the thermionic emission model. In addition, we present an energy band diagram considering traps and oxygen vacancies for oxygen-rich (O-rich) and oxygen-poor (O-poor) devices. Moreover, physical parameters such as a change in barrier height, activation energy, and potentiation/ depression were experimentally extracted through various pulse schemes. Experimental results reveal that an O-rich device has high accuracy with a neural network on the MNIST dataset. In this study, we optimized the resistive-switching characteristics by varying OFR as an experimental factor. Further, we provide guidelines for designing hardware-based neuromorphic systems by separating short-and long-term components.

키워드

Neuromorphic systemSynaptic deviceMemristorIndium gallium zinc oxideNeuromorphic simulationDEVICE
제목
Effect of oxygen flow rate on long-term and short-term Schottky barrier modulations in Pd/IGZO/SiO2/p+-Si memristors
저자
Lee, Hee JunKim, DongukChoi, Woo SikKim, ChangwookChoi, Sung-JinBae, Jong-HoKim, Dong MyongKim, SungjunKim, Dae Hwan
DOI
10.1016/j.mssp.2022.107183
발행일
2023-01
유형
Article
저널명
Materials Science in Semiconductor Processing
153
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1 ~ 7