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Publications of "Ao Ren" ( http://dblp.L3S.de/Authors/Ao_Ren )

  Author page on DBLP  Author page in RDF  Community of Ao Ren in ASPL-2

Publication years (Num. hits)
2016 (6) 2017 (11) 2018 (11) 2019 (7)
Publication types (Num. hits)
article(13) inproceedings(22)
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Found 36 publication records. Showing 35 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Ruizhe Cai, Ao Ren, Olivia Chen, Ning Liu, Caiwen Ding, Xuehai Qian, Jie Han 0001, Wenhui Luo, Nobuyuki Yoshikawa, Yanzhi Wang A Stochastic-Computing based Deep Learning Framework using Adiabatic Quantum-Flux-Parametron SuperconductingTechnology. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ji Li 0006, Zihao Yuan, Zhe Li 0001, Ao Ren, Caiwen Ding, Jeffrey Draper, Shahin Nazarian, Qinru Qiu, Bo Yuan 0001, Yanzhi Wang Normalization and dropout for stochastic computing-based deep convolutional neural networks. Search on Bibsonomy Integration The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Ji Li 0006, Ao Ren, Ruizhe Cai, Caiwen Ding, Xuehai Qian, Jeffrey Draper, Bo Yuan 0001, Jian Tang 0008, Qinru Qiu, Yanzhi Wang HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks. Search on Bibsonomy IEEE Trans. on CAD of Integrated Circuits and Systems The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jinshan Yue, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Zhibo Wang, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu A 65nm 0.39-to-140.3TOPS/W 1-to-12b Unified Neural Network Processor Using Block-Circulant-Enabled Transpose-Domain Acceleration with 8.1 × Higher TOPS/mm2and 6T HBST-TRAM-Based 2D Data-Reuse Architecture. Search on Bibsonomy ISSCC The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Olivia Chen, Ao Ren, Ning Liu, Caiwen Ding, Nobuyuki Yoshikawa, Yanzhi Wang A Majority Logic Synthesis Framework for Adiabatic Quantum-Flux-Parametron Superconducting Circuits. Search on Bibsonomy ACM Great Lakes Symposium on VLSI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Olivia Chen, Ning Liu, Caiwen Ding, Xuehai Qian, Jie Han 0001, Wenhui Luo, Nobuyuki Yoshikawa, Yanzhi Wang A stochastic-computing based deep learning framework using adiabatic quantum-flux-parametron superconducting technology. Search on Bibsonomy ISCA The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ao Ren, Tianyun Zhang, Shaokai Ye, Jiayu Li, Wenyao Xu, Xuehai Qian, Xue Lin, Yanzhi Wang ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Methods of Multipliers. Search on Bibsonomy ASPLOS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Sucheta Soundarajan, Yanzhi Wang A low-computation-complexity, energy-efficient, and high-performance linear program solver based on primal-dual interior point method using memristor crossbars. Search on Bibsonomy Nano Comm. Netw. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ao Ren, Tianyun Zhang, Shaokai Ye, Jiayu Li, Wenyao Xu, Xuehai Qian, Xue Lin, Yanzhi Wang ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu, Bo Yuan 0001, Yanzhi Wang Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Ning Liu, Caiwen Ding, Luhao Wang, Xuehai Qian, Massoud Pedram, Yanzhi Wang VIBNN: Hardware Acceleration of Bayesian Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ao Ren, Sijia Liu 0001, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zhe Li 0001, Ji Li 0006, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan 0001, Yanzhi Wang Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic Computing. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li 0001, Jie Han 0001, Jingtong Hu, Yanzhi Wang An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic Computing. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Caiwen Ding, Ao Ren, Geng Yuan, Xiaolong Ma, Jiayu Li, Ning Liu, Bo Yuan 0001, Yanzhi Wang Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs. Search on Bibsonomy ACM Great Lakes Symposium on VLSI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Ji Li 0006, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan 0001, Yanzhi Wang Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks Using Stochastic Computing. Search on Bibsonomy ISVLSI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Xiaolong Ma, Yipeng Zhang, Geng Yuan, Ao Ren, Zhe Li 0001, Jie Han 0001, Jingtong Hu, Yanzhi Wang An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing. Search on Bibsonomy ISQED The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Ning Liu, Caiwen Ding, Luhao Wang, Xuehai Qian, Massoud Pedram, Yanzhi Wang VIBNN: Hardware Acceleration of Bayesian Neural Networks. Search on Bibsonomy ASPLOS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ji Li 0006, Zihao Yuan, Zhe Li 0001, Caiwen Ding, Ao Ren, Qinru Qiu, Jeffrey T. Draper, Yanzhi Wang Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu 0002, Yanzhi Wang Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ji Li 0006, Zihao Yuan, Zhe Li 0001, Caiwen Ding, Ao Ren, Qinru Qiu, Jeffrey Draper, Yanzhi Wang Hardware-driven nonlinear activation for stochastic computing based deep convolutional neural networks. Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Zihao Yuan, Ji Li 0006, Zhe Li 0001, Caiwen Ding, Ao Ren, Bo Yuan 0001, Qinru Qiu, Jeffrey Draper, Yanzhi Wang Softmax Regression Design for Stochastic Computing Based Deep Convolutional Neural Networks. Search on Bibsonomy ACM Great Lakes Symposium on VLSI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ji Li 0006, Ao Ren, Zhe Li 0001, Caiwen Ding, Bo Yuan 0001, Qinru Qiu, Yanzhi Wang Towards acceleration of deep convolutional neural networks using stochastic computing. Search on Bibsonomy ASP-DAC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ao Ren, Sijia Liu 0001, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang Algorithm-hardware co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems. Search on Bibsonomy ASP-DAC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Ao Ren, Ji Li 0006, Qinru Qiu, Bo Yuan 0001, Jeffrey Draper, Yanzhi Wang Structural design optimization for deep convolutional neural networks using stochastic computing. Search on Bibsonomy DATE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu 0002, Yanzhi Wang Deep reinforcement learning: Framework, applications, and embedded implementations: Invited paper. Search on Bibsonomy ICCAD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Luhao Wang, Massoud Pedram, Yanzhi Wang Hardware Acceleration of Bayesian Neural Networks Using RAM Based Linear Feedback Gaussian Random Number Generators. Search on Bibsonomy ICCD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sijia Liu 0001, Ao Ren, Yanzhi Wang, Pramod K. Varshney Ultra-fast robust compressive sensing based on memristor crossbars. Search on Bibsonomy ICASSP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ao Ren, Zhe Li 0001, Caiwen Ding, Qinru Qiu, Yanzhi Wang, Ji Li 0006, Xuehai Qian, Bo Yuan 0001 SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing. Search on Bibsonomy ASPLOS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ao Ren, Ji Li 0006, Zhe Li 0001, Caiwen Ding, Xuehai Qian, Qinru Qiu, Bo Yuan 0001, Yanzhi Wang SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Yanzhi Wang, Sucheta Soundarajan, Qinru Qiu, Bo Yuan 0001, Paul Bogdan A low-computation-complexity, energy-efficient, and high-performance linear program solver using memristor crossbars. Search on Bibsonomy SoCC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ao Ren, Bo Yuan 0001, Yanzhi Wang Design of high-speed low-power polar BP decoder using emerging technologies. Search on Bibsonomy SoCC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ao Ren, Zhe Li 0001, Yanzhi Wang, Qinru Qiu, Bo Yuan 0001 Designing reconfigurable large-scale deep learning systems using stochastic computing. Search on Bibsonomy ICRC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ruizhe Cai, Ao Ren, Yanzhi Wang, Bo Yuan 0001 Memristor-Based Discrete Fourier Transform for Improving Performance and Energy Efficiency. Search on Bibsonomy ISVLSI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Zhe Li 0001, Ao Ren, Ji Li 0006, Qinru Qiu, Yanzhi Wang, Bo Yuan 0001 DSCNN: Hardware-oriented optimization for Stochastic Computing based Deep Convolutional Neural Networks. Search on Bibsonomy ICCD The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
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