Mixed size crossbar based RRAM CNN accelerator with overlapped mapping method

Author:

Zhu Zhenhua1,Lin Jilan1,Cheng Ming1,Xia Lixue1,Sun Hanbo1,Chen Xiaoming2,Wang Yu1,Yang Huazhong1

Affiliation:

1. Tsinghua University, Beijing, China and Beijing National Research Center for Information Science and Technology (BNRist), Beijing, China

2. Chinese Academy of Sciences, Beijing, China

Funder

Beijing National Research Center for Information Science and Technology

National Natural Science Foundation of China

Joint fund of Equipment pre-Research and Ministry of Education

National Key R&D Program of China

Publisher

ACM

Reference18 articles.

1. 19.4 embedded 1Mb ReRAM in 28nm CMOS with 0.27-to-1V read using swing-sample-and-couple sense amplifier and self-boost-write-termination scheme;Chang M.;IEEE ISSCC,2014

2. A 10b 600MS/s multi-mode CMOS DAC for multiple Nyquist zone operation;Chen S. Y. S.;VLSIC,2011

3. PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory

4. S. Gupta etal 2014. Simulation and analysis of sense amplifier in submicron technology. International Journal of Engineering and Technical Research (IJETR). S. Gupta et al. 2014. Simulation and analysis of sense amplifier in submicron technology. International Journal of Engineering and Technical Research (IJETR).

5. Deep Residual Learning for Image Recognition;He K.;CVPR,2016

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. Mathematical Framework for Optimizing Crossbar Allocation for ReRAM-based CNN Accelerators;ACM Transactions on Design Automation of Electronic Systems;2023-12-18

2. Partial Sum Quantization for Reducing ADC Size in ReRAM-Based Neural Network Accelerators;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-12

3. ExtendLife: Weights Mapping Framework to Improve RRAM Lifetime for Accelerating CNN;Lecture Notes in Computer Science;2023-11-08

4. Gibbon: An Efficient Co-Exploration Framework of NN Model and Processing-In-Memory Architecture;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-11

5. Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

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