神经形态工程学
材料科学
电阻随机存取存储器
电阻式触摸屏
小型化
晶体管
纳米技术
单层
数码产品
记忆电阻器
电子线路
石墨烯
光电子学
工程物理
计算机科学
电子工程
电压
电气工程
工程类
人工神经网络
机器学习
计算机视觉
作者
Xiaodong Li,Nian‐Ke Chen,Bai‐Qian Wang,Meng Niu,Ming Xu,Xiangshui Miao,Xianbin Li
标识
DOI:10.1002/adma.202307951
摘要
Abstract The Si‐based integrated circuits industry has been developing for more than half a century, by focusing on the scaling‐down of transistor. However, the miniaturization of transistors will soon reach its physical limits, thereby requiring novel material and device technologies. Resistive memory is a promising candidate for in‐memory computing and energy‐efficient synaptic devices that can satisfy the computational demands of the future applications. However, poor cycle‐to‐cycle and device‐to‐device uniformities hinder its mass production. 2D materials, as a new type of semiconductor, is successfully employed in various micro/nanoelectronic devices and have the potential to drive future innovation in resistive memory technology. This review evaluates the potential of using the thinnest advanced materials, that is, monolayer 2D materials, for memristor or memtransistor applications, including resistive switching behavior and atomic mechanism, high‐frequency device performances, and in‐memory computing/neuromorphic computing applications. The scaling‐down advantages of promising monolayer 2D materials including graphene, transition metal dichalcogenides, and hexagonal boron nitride are presented. Finally, the technical challenges of these atomic devices for practical applications are elaborately discussed. The study of monolayer‐2D‐material‐based resistive memory is expected to play a positive role in the exploration of beyond‐Si electronic technologies.
科研通智能强力驱动
Strongly Powered by AbleSci AI