AdaFlow: A Framework for Adaptive Dataflow CNN Acceleration on FPGAs
Author:
Affiliation:
1. Institute of Informatics - Universidade Federal do Rio Grande do Sul (UFRGS),Porto Alegre,Brazil
2. Universidade Federal de Santa Maria (UFSM),Electronics and Computing Department,Santa Maria,Brazil
Funder
Coordenação de Aper-feiçoamento de Pessoal de Nível Superior - Brasil (CAPES) - Brazil
FAPERGS
CNPq
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9774496/9774497/09774727.pdf?arnumber=9774727
Reference20 articles.
1. MEMTV: a Research on Multi-level Edge Computing Model for Traffic Video Processing
2. A Survey of Cross-Layer Designs in Wireless Networks
3. Evaluation of optimized cnns on heterogeneous accelerators using a novel benchmarking approach;blott;IEEE Trans on Comp,2021
4. Exploiting HLS-Generated Multi-Version Kernels to Improve CPU-FPGA Cloud Systems
5. FPGA/DNN Co-Design
Cited by 5 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. Application Level Resource Scheduling for Deep Learning Acceleration on MPSoC;Journal of Signal Processing Systems;2023-07-18
2. Design Space Exploration for CNN Offloading to FPGAs at the Edge;2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI);2023-06-20
3. Dynamic Offloading for Improved Performance and Energy Efficiency in Heterogeneous IoT-Edge-Cloud Continuum;2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI);2023-06-20
4. Adaptive Inference on Reconfigurable SmartNICs for Traffic Classification;Advanced Information Networking and Applications;2023
5. Adaptive Inference for FPGA-Based 5G Automatic Modulation Classification;Design and Architecture for Signal and Image Processing;2023
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