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Xuehai Qian

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Papers (9)

  1. A Stochastic-Computing based Deep Learning Framework using Adiabatic Quantum-Flux-Parametron SuperconductingTechnology cs.NE · 2019 · author #6
  2. Hop: Heterogeneity-Aware Decentralized Training cs.DC · 2019 · author #4
  3. ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers cs.LG · 2018 · author #6
  4. E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs cs.CV · 2018 · author #10
  5. Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework cs.LG · 2018 · author #8
  6. VIBNN: Hardware Acceleration of Bayesian Neural Networks cs.LG · 2018 · author #6
  7. CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices cs.CV · 2017 · author #8
  8. GraphR: Accelerating Graph Processing Using ReRAM cs.DC · 2017 · author #3
  9. SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing cs.CV · 2016 · author #5

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