MNSIM 2.0: A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems

Author:

Zhu Zhenhua1,Sun Hanbo1,Qiu Kaizhong1,Xia Lixue2,Krishnan Gokul3,Dai Guohao1,Niu Dimin4,Chen Xiaoming5,Hu X. Sharon6,Cao Yu3,Xie Yuan7,Wang Yu1,Yang Huazhong1

Affiliation:

1. Tsinghua University, Beijing, China

2. Alibaba Group, Beijing, China

3. Arizona State University, Phoenix, AZ, USA

4. Alibaba Group, Sunnyvale, CA, USA

5. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

6. University of Notre Dame, Notre Dame, IN, USA

7. University of California, Santa Barbara, Santa Barbara, CA, USA

Funder

National Natural Science Foundation of China

Beijing Academy of Artificial Intelligence under Grant

National Key Research and Development Program of China

Beijing National Research Center for Information Science and Technology

Beijing Innovation Center for Future Chips

Publisher

ACM

Reference22 articles.

1. A >3GHz ERBW 1.1GS/s 8b Two-Sten SAR ADC with Recursive-Weight DAC;Chen H.;VLSI-Circuits,2018

2. 27.3 Area-efficient 1GS/s 6b SAR ADC with charge-injection-cell-based DAC;Choo K. D.;ISSCC,2016

3. X. Dong etal 2012. NVSim: A Circuit-Level Performance Energy and Area Model for Emerging Nonvolatile Memory. IEEE TCAD (2012). X. Dong et al. 2012. NVSim: A Circuit-Level Performance Energy and Area Model for Emerging Nonvolatile Memory. IEEE TCAD (2012).

4. Deep Residual Learning for Image Recognition

Cited by 51 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. Enhancing ConvNets With ConvFIFO: A Crossbar PIM Architecture Based on Kernel-Stationary First-In-First-Out Dataflow;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-09

2. AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference;Proceedings of the 53rd International Conference on Parallel Processing;2024-08-12

3. A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures;Neural Networks;2024-07

4. ReAIM: A ReRAM-based Adaptive Ising Machine for Solving Combinatorial Optimization Problems;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

5. Harmonica: Hybrid Accelerator to Overcome Imperfections of Mixed-signal DNN Accelerators;2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS);2024-05-27

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