Noise-assisted transport mechanism analysis and synaptic characteristics in ZrOX/HfAlOX-based memristor for neuromorphic systems
  • Heo, Jungang
  • Cho, Youngboo
  • Ji, Hyeonseung
  • Kim, Min-Hwi
  • Lee, Jong-Ho
  • 외 2명
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초록

In this work, we compare the resistive switching characteristics between Ti/ZrOX/TiN and Ti/ZrOX/HfAlOX/TiN. The bilayer structure of the ZrOX-based device enables power consumption reduction owing to a lower forming voltage and compliance current. Moreover, the on/off ratio of the Ti/ZrOX/HfAlOX/TiN device (>102) is higher than that of the Ti/ZrOX/TiN device (>10). We use the 1/f noise measurement technique to clarify the transport mechanism of the Ti/ZrOX/HfAlOX/TiN device; consequently, ohmic conduction and Schottky emission are confirmed in the low- and high-resistance states, respectively. In addition, the multilevel cell, potentiation, and depression characteristics of the Ti/ZrOX/HfOX/TiN device are considered to assess its suitability as a neuromorphic device. Accordingly, a modified National Institute of Standards and Technology database simulation is conducted using Python to test the pattern recognition accuracy. © 2023 Author(s).

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LOW-FREQUENCY NOISERRAMCONDUCTIONBEHAVIORDEVICES
제목
Noise-assisted transport mechanism analysis and synaptic characteristics in ZrOX/HfAlOX-based memristor for neuromorphic systems
저자
Heo, JungangCho, YoungbooJi, HyeonseungKim, Min-HwiLee, Jong-HoLee, Jung-KyuKim, Sungjun
DOI
10.1063/5.0175587
발행일
2023-11
유형
Article
저널명
APL Materials
11
11

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