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Analysis and Optimization Strategies Toward Reliable and High-Speed 6T Compute SRAM
2021-04
发表期刊IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (IF:5.2[JCR-2023],4.5[5-Year])
ISSN1549-8328
EISSN1558-0806
卷号68期号:4页码:1520-1531
发表状态已发表
DOI10.1109/TCSI.2021.3054972
摘要

In-SRAM Computation improves the throughput and energy-efficiency of data-intensive applications by utilizing parallelism and reducing the data transfers. However, when multiple wordlines are accessed simultaneously, a short-circuit path will likely incur dynamic read disturbance and generate extra direct current in 6T Compute SRAM (CSRAM). In order to mitigate this issue, existing works either degrade the access speed, use area-hungry bitcells, or incur architecture-level overheads. In this paper, we first perform a comprehensive circuit-level analysis of the dynamic read disturbance issues of 6T SRAM for the first time and find that such disturbance can be efficiently avoided by maintaining the bitline voltage at a high level. Second, we propose a novel energy-efficient, reconfigurable sense amplifier design that is able to achieve fast and reliable sensing when the bitline voltage level is high for the compute access. Third, we propose an adaptive wordline control scheme that keeps the bitline voltage at a high level to eliminate the dynamic read disturbance and the sneaky direct current pathway. Both the new sense amplifier and adaptive wordline control are also optimized to support the normal read access efficiently. We have validated our design in a 55nm CMOS technology. Experimental results show that our design not only reliably addresses the read disturbance and the extra direct current, but also operates 19% faster than the state-of-the-art design using an advanced 28nm FDSOI technology.

关键词Random access memory Reliability engineering Integrated circuit reliability Computer architecture Transistors Topology Sensors In-SRAM computing In-memory computing read disturbance SRAM
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收录类别SCIE ; EI
语种英语
WOS研究方向Engineering
WOS类目Engineering, Electrical & Electronic
WOS记录号WOS:000626527600013
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
原始文献类型Article
来源库IEEE
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文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/126149
专题信息科学与技术学院
信息科学与技术学院_PI研究组_哈亚军组
信息科学与技术学院_硕士生
信息科学与技术学院_博士生
作者单位
1.School of Information Science and Technology, ShanghaiTech University, Shanghai, China
2.Department of Electrical and Computer Engineering, Binghamton University SUNY, Binghamton, NY, USA
第一作者单位信息科学与技术学院
第一作者的第一单位信息科学与技术学院
推荐引用方式
GB/T 7714
Jian Chen,Wenfeng Zhao,Yuqi Wang,et al. Analysis and Optimization Strategies Toward Reliable and High-Speed 6T Compute SRAM[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS,2021,68(4):1520-1531.
APA Jian Chen,Wenfeng Zhao,Yuqi Wang,&Yajun Ha.(2021).Analysis and Optimization Strategies Toward Reliable and High-Speed 6T Compute SRAM.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS,68(4),1520-1531.
MLA Jian Chen,et al."Analysis and Optimization Strategies Toward Reliable and High-Speed 6T Compute SRAM".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS 68.4(2021):1520-1531.
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