Ao Ren

Identifiers

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Papers (10)

1. A Stochastic-Computing based Deep Learning Framework using Adiabatic Quantum-Flux-Parametron SuperconductingTechnology cs.NE · 2019 · author #2
2. ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers cs.LG · 2018 · author #1
3. Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks using Stochastic Computing cs.NE · 2018 · author #3
4. Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs cs.DC · 2018 · author #2
5. An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep Convolutional Neural Networks using Stochastic Computing cs.NE · 2018 · author #4
6. Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems cs.ET · 2018 · author #1
7. VIBNN: Hardware Acceleration of Bayesian Neural Networks cs.LG · 2018 · author #2
8. Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations cs.AI · 2017 · author #3
9. Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks cs.CV · 2017 · author #5
10. SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing cs.CV · 2016 · author #1

Mentions

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Frequent Coauthors

• Yanzhi Wang 10 shared papers
• Caiwen Ding 6 shared papers
• Xuehai Qian 4 shared papers
• Zhe Li 4 shared papers
• Bo Yuan 3 shared papers
• Ji Li 3 shared papers
• Ning Liu 3 shared papers
• Qinru Qiu 3 shared papers
• Ruizhe Cai 3 shared papers
• Geng Yuan 2 shared papers
• Jeffrey Draper 2 shared papers
• Jiayu Li 2 shared papers
• Jie Han 2 shared papers
• Xiaolong Ma 2 shared papers
• Hongjia Li 1 shared papers
• Jingtong Hu 1 shared papers
• Luhao Wang 1 shared papers
• Massoud Pedram 1 shared papers
• Nobuyuki Yoshikawa 1 shared papers
• Olivia Chen 1 shared papers