Recent Advancements in 2D Material-Based Memristor Technology Toward Neuromorphic Computing

  • Park, Sungmin; 
  • Naqi, Muhammad; 
  • Lee, Namgyu; 
  • Park, Suyoung; 
  • Hong, Seongin; 
  • 외 1명
Citations

WEB OF SCIENCE

11
Citations

SCOPUS

10

초록

Two-dimensional (2D) layered materials have recently gained significant attention and have been extensively studied for their potential applications in neuromorphic computing, where they are used to mimic the functions of the human brain. Their unique properties, including atomic-level thickness, exceptional mechanical stability, and tunable optical and electrical characteristics, make them highly versatile for a wide range of applications. In this review, we offer a comprehensive analysis of 2D material-based memristors. Furthermore, we examine the ability of 2D material-based memristors to successfully mimic the human brain by referencing their neuromorphic applications.

키워드

2D materials; memristor; neuromorphic; in-memory computing; artificial synapse; RESISTIVE-SWITCHING CHARACTERISTICS; PHASE-CHANGE MEMORY; BOOLEAN LOGIC; GRAPHENE; VOLTAGE; DEVICES; TRANSITION; CROSSBAR; SHEETS; POWER
제목
Recent Advancements in 2D Material-Based Memristor Technology Toward Neuromorphic Computing
저자
Park, Sungmin; Naqi, Muhammad; Lee, Namgyu; Park, Suyoung; Hong, Seongin; Lee, Byeong Hyeon
DOI
10.3390/mi15121451
발행일
2024-12
유형
Review
저널명
Micromachines
권
15
호
12