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

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