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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
WEB OF SCIENCE
7SCOPUS
7초록
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
- 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 Jun; Kim, Donguk; Choi, Woo Sik; Kim, Changwook; Choi, Sung-Jin; Bae, Jong-Ho; Kim, Dong Myong; Kim, Sungjun; Kim, Dae Hwan
- 발행일
- 2023-01
- 유형
- Article
- 권
- 153
- 페이지
- 1 ~ 7