The challenge of multi-operand adders in CNNs on FPGAs
Author:
Affiliation:
1. Universite Clermont Auvergne, Clermont Ferrand, France
2. Institut Pascal, INSA Rennes, Rennes, France
Funder
Labex
Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3229631.3235024
Reference15 articles.
1. Kamel Abdelouahab Maxime Pelcat Jocelyn Serot Cedric Bourrasset and Francois Berry. 2017. Tactics to Directly Map CNN graphs on Embedded FPGAs. IEEE Embedded Systems Letters (2017) 1--4. Kamel Abdelouahab Maxime Pelcat Jocelyn Serot Cedric Bourrasset and Francois Berry. 2017. Tactics to Directly Map CNN graphs on Embedded FPGAs. IEEE Embedded Systems Letters (2017) 1--4.
2. Deep Residual Learning for Image Recognition
3. Binarized neural networks;Hubara Itay;Advances in Neural Information Processing Systems - NIPS',2016
4. A Comparative Review and Evaluation of Approximate Adders
Cited by 8 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. Vedic Multiplier and Wallace Tree Adders Based Optimised Processing Element Unit for CNN on FPGA;2022 IEEE International Power and Renewable Energy Conference (IPRECON);2022-12-16
2. Energy-Efficient Approximate Booth Multipliers for Convolutional Neural Networks;2022 19th International Bhurban Conference on Applied Sciences and Technology (IBCAST);2022-08-16
3. Bit-Serial multiplier based Neural Processing Element with Approximate adder tree;2020 International SoC Design Conference (ISOCC);2020-10-21
4. On building a CNN-based multi-view smart camera for real-time object detection;Microprocessors and Microsystems;2020-09
5. A novel cognitive Wallace compressor based multi operand adders in CNN architecture for FPGA;Journal of Ambient Intelligence and Humanized Computing;2020-08-07
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