Emerging Non-Volatile Memories for Computation-in-Memory

被引：0
|
作者：
Gao, Bin [1 ]
机构：
[1] Tsinghua Univ, Beijing Innovat Ctr Future Chips ICFC, Inst Microelect, Beijing 100084, Peoples R China
来源：
2020 25TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC 2020 | 2020年
基金：
国家重点研发计划; 中国国家自然科学基金;
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper first introduces the principles of different emerging non-volatile memory (NVM) devices. The device structures, working mechanisms, as well as typical performance of these devices are discussed. The technologies for enhancing data storage density, such as three-dimension integration, multi-level cell, arc also discussed. Then different approaches of computation-in-memory (CIM) based on emerging NVM will be presented, specially focus on vector-matrix-multiplication. Later, the paper will summary the performance requirements and key challenges on the device level to realize the CIM. Finally, this paper will provide some possible research directions in the future development on emerging NVM for CIM applications.
引用
收藏
页码：381 / 384
页数：4
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