Gated-CNN: Combating NBTI and HCI aging effects in on-chip activation memories of Convolutional Neural Network accelerators
Author:
Publisher
Elsevier BV
Subject
Hardware and Architecture,Software
Reference59 articles.
1. T. Chen, Z. Du, N. Sun, J. Wang, C. Wu, Y. Chen, O. Temam, DianNao: A small-footprint high-throughput accelerator for ubiquitous machine-learning, in: Proceedings of the 19th International Conference on Architectural Support for Programming Languages and Operating Systems, 2014, pp. 269–284.
2. Y. Chen, T. Luo, S. Liu, S. Zhang, L. He, J. Wang, L. Li, T. Chen, Z. Xu, N. Sun, O. Temam, DaDianNao: A machine-learning supercomputer, in: Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014, pp. 609–622.
3. P. Judd, J. Albericio, T. Hetherington, T.M. Aamodt, A. Moshovos, Stripes: Bit-serial deep neural network computing, in: Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016, pp. 1–12.
4. S. Han, X. Liu, H. Mao, J. Pu, A. Pedram, M.A. Horowitz, W.J. Dally, EIE: Efficient inference engine on compressed deep neural network, in: Proceedings of the 43rd International Symposium on Computer Architecture, 2016, pp. 243–254.
5. N.P. Jouppi, C. Young, N. Patil, D.A. Patterson, G. Agrawal, R. Bajwa, S. Bates, S. Bhatia, N. Boden, A. Borchers, R. Boyle, P. Cantin, C. Chao, C. Clark, J. Coriell, M. Daley, M. Dau, J. Dean, B. Gelb, T.V. Ghaemmaghami, R. Gottipati, W. Gulland, R. Hagmann, C.R. Ho, D. Hogberg, J. Hu, R. Hundt, D. Hurt, J. Ibarz, A. Jaffey, A. Jaworski, A. Kaplan, H. Khaitan, D. Killebrew, A. Koch, N. Kumar, S. Lacy, J. Laudon, J. Law, D. Le, C. Leary, Z. Liu, K. Lucke, A. Lundin, G. MacKean, A. Maggiore, M. Mahony, K. Miller, R. Nagarajan, R. Narayanaswami, R. Ni, K. Nix, T. Norrie, M. Omernick, N. Penukonda, A. Phelps, J. Ross, M. Ross, A. Salek, E. Samadiani, C. Severn, G. Sizikov, M. Snelham, J. Souter, D. Steinberg, A. Swing, M. Tan, G. Thorson, B. Tian, H. Toma, E. Tuttle, V. Vasudevan, R. Walter, W. Wang, E. Wilcox, D.H. Yoon, In-datacenter performance analysis of a tensor processing unit, in: Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017, pp. 1–12.
Cited by 3 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. On Fault-Tolerant Microarchitectural Techniques for Voltage Underscaling in On-Chip Memories of CNN Accelerators;2023 26th Euromicro Conference on Digital System Design (DSD);2023-09-06
2. Dependable DNN Accelerator for Safety-Critical Systems: A Review on the Aging Perspective;IEEE Access;2023
3. The inference operation optimization of an improved LeNet-5 convolutional neural network and its FPGA hardware implementation;2022 International Conference on Cloud Computing, Big Data and Internet of Things (3CBIT);2022-10
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