如何实现MoS2单层快闪存储器的大面积超快速运算?

IF 2.3 Q3 NANOSCIENCE & NANOTECHNOLOGY IEEE Nanotechnology Magazine Pub Date : 2023-10-01 DOI:10.1109/mnano.2023.3297118
Guilherme Migliato Marega, Zhenyu Wang, Yanfei Zhao, Hyun Goo Ji, Asmund Ottesen, Mukesh Tripathi, Aleksandra Radenovic, Andras Kis
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引用次数: 0

摘要

由于人们对使用内存计算架构使数据驱动算法更加节能的兴趣日益增加,内存设备重新成为人们关注的焦点。这种架构的主要优点之一是矢量矩阵乘法的高效性能,同时避免了“冯·诺伊曼瓶颈”。尽管有这些承诺,但没有单一的材料平台满足制造这种新处理器技术的所有要求。最近,基于单层二硫化钼的闪存已被证明可以实现超快速操作,克服了这种存储器类型的主要缺点之一。再加上它的其他特性,这使它们成为该技术基础元素的有希望的候选者。然而,如何实现二硫化钼单层闪存的大面积超快操作仍然是一个问题。在这项工作中,我们将比较过去在内存系统实现中使用的基于MoS2的大面积闪存,并分析实现内存应用的超高速性能所需的改进。
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How to Achieve Large-Area Ultra-Fast Operation of MoS2 Monolayer Flash Memories?
Memory devices have returned to the spotlight due to increasing interest in using in-memory computing architectures to make data-driven algorithms more energy-efficient. One of the main advantages of this architecture is the efficient performance of vector-matrix multiplications while avoiding the “von Neumann bottleneck.” Despite these promises, no single material platform meets all the requirements for the fabrication of this new processor technology. Recently, flash memories based on monolayer MoS2 have been shown to achieve ultra-fast operation, overcoming one of the main drawbacks of this memory type. Together with its other characteristics, this makes them a promising candidate for the base elements of this technology. However, the question remains of how to achieve large-area ultra-fast operation of MoS2 monolayer flash memories. In this work, we will compare large-area flash memories based on MoS2 used in past realizations of in-memory systems and analyze the improvements needed to achieve ultra-fast performance for in-memory applications.
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来源期刊
IEEE Nanotechnology Magazine
IEEE Nanotechnology Magazine NANOSCIENCE & NANOTECHNOLOGY-
CiteScore
2.90
自引率
6.20%
发文量
46
期刊介绍: IEEE Nanotechnology Magazine publishes peer-reviewed articles that present emerging trends and practices in industrial electronics product research and development, key insights, and tutorial surveys in the field of interest to the member societies of the IEEE Nanotechnology Council. IEEE Nanotechnology Magazine will be limited to the scope of the Nanotechnology Council, which supports the theory, design, and development of nanotechnology and its scientific, engineering, and industrial applications.
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