Optimizing Selective Protection for CNN Resilience
Author:
Affiliation:
1. Harvard University
2. NVIDIA Corporation
3. University of Illinois at Urbana-Champaign
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9700160/9700163/09700317.pdf?arnumber=9700317
Reference81 articles.
1. Going deeper with convolutions;szegedy;CoRR,2014
2. Efficient Processing of Deep Neural Networks
3. DRQ: Dynamic Region-based Quantization for Deep Neural Network Acceleration
4. Fault and Error Tolerance in Neural Networks: A Review
Cited by 20 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. MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-07
2. Cross-Layer Reliability Analysis of NVDLA Accelerators: Exploring the Configuration Space;2024 IEEE European Test Symposium (ETS);2024-05-20
3. Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator;2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2024-05-05
4. Mobiprox: Supporting Dynamic Approximate Computing on Mobiles;IEEE Internet of Things Journal;2024-05-01
5. Dr. DNA: Combating Silent Data Corruptions in Deep Learning using Distribution of Neuron Activations;Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3;2024-04-27
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