登录 注册 会员服务 联系我们

New Flexible Multiple-Precision Multiply-Accumulate Unit for Deep Neural Network Training and Inference

  • Published:2020-01-01 Issue:1 Volume:69 Page:26-38
  • ISSN:0018-9340
  • Container-title:IEEE Transactions on Computers
  • language:
  • Short-container-title:IEEE Trans. Comput.

Author:

Zhang HaoORCID,Chen Dongdong,Ko Seok-BumORCID

Funder

Natural Sciences and Engineering Research Council of Canada

University of Saskatchewan

R&D program of MOTIE/KEIT

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Theoretical Computer Science,Software

Cited by 31 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. ABS: Accumulation Bit-Width Scaling Method for Designing Low-Precision Tensor Core;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-09

2. A Case for Low Bitwidth Floating Point Arithmetic on FPGA for Transformer Based DNN Inference;2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW);2024-05-27

3. A Reconfigurable Fused Multiply-Accumulate For Miscellaneous Operators in Deep Neural Network;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

4. Adaptive approximate computing in edge AI and IoT applications: A review;Journal of Systems Architecture;2024-05

5. Design of an Efficient Deep Neural Network Accelerator Based on Block Posit Number Representation;2024 International VLSI Symposium on Technology, Systems and Applications (VLSI TSA);2024-04-22
同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3