南方科技大学知识苑(SUSTech KC): Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation

题名	Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation
作者	Shiyu,Xu 1; Qi,Wang 1,2; Xingbo,Wang 1; Shihang,Wang 1; Terry Tao,Ye1
通讯作者	Terry Tao,Ye
发表日期	2022-06
DOI	10.1109/TCAD.2021.3095825
发表期刊	IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 影响因子和分区
ISSN	1937-4151
卷号	41 期号:6页码:1916-1928
关键词	Convolutional neural network (CNN) acceleration hardware/software co-design look-up-table (LUT) low-bit quantization
相关链接	[IEEE记录]
收录类别	SCI ; EI
学校署名	第一 ; 通讯
EI入藏号	20222312199908
EI主题词	Computer hardware ; Digital arithmetic ; Electric power utilization ; Neural networks ; Parameter estimation
EI分类号	Electric Power Systems:706.1 ; Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory:721.1 ; Computer Systems and Equipment:722 ; Computer Programming:723.1 ; Numerical Methods:921.6
ESI学科分类	ENGINEERING
来源库	IEEE
全文链接	https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9478922
引用统计	被引频次[WOS]：4
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/257489
专题	工学院_电子与电气工程系
作者单位	1.e Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen 518055, China 2.Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada
第一作者单位	电子与电气工程系
通讯作者单位	电子与电气工程系
第一作者的第一单位	电子与电气工程系
推荐引用方式 GB/T 7714	Shiyu,Xu,Qi,Wang,Xingbo,Wang,et al. Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation[J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,2022,41(6):1916-1928.
APA	Shiyu,Xu,Qi,Wang,Xingbo,Wang,Shihang,Wang,&Terry Tao,Ye.(2022).Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation.IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,41(6),1916-1928.
MLA	Shiyu,Xu,et al."Multiplication Through a Single Look-Up-Table (LUT) in CNN Inference Computation".IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 41.6(2022):1916-1928.