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Damien Querlioz

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Papers (22)

  1. Stochastic Computing for Hardware Implementation of Binarized Neural Networks cs.ET · 2019 · author #6
  2. Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input cs.LG · 2019 · author #3
  3. Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks cs.ET · 2019 · author #7
  4. In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks cs.ET · 2019 · author #7
  5. Reservoir computing with the frequency, phase and amplitude of spin-torque nano-oscillators physics.app-ph · 2018 · author #6
  6. Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks cs.ET · 2018 · author #3
  7. Nano-oscillator-based classification with a machine learning-compatible architecture physics.app-ph · 2018 · author #4
  8. Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions physics.app-ph · 2018 · author #7
  9. Overcoming device unreliability with continuous learning in a population coding based computing system cs.ET · 2018 · author #3
  10. Resonate and Fire Neuron with Fixed Magnetic Skyrmions physics.app-ph · 2018 · author #3
  11. Vowel recognition with four coupled spin-torque nano-oscillators q-bio.NC · 2017 · author #16
  12. Spatio-temporal Learning with Arrays of Analog Nanosynapses cs.NE · 2017 · author #2
  13. A Neural Network Based on Synchronized Pairs of Nano-Oscillators cs.ET · 2017 · author #3
  14. Low-Energy Truly Random Number Generation with Superparamagnetic Tunnel Junctions for Unconventional Computing physics.app-ph · 2017 · author #13
  15. Skyrmion Gas Manipulation for Probabilistic Computing cond-mat.mes-hall · 2017 · author #5
  16. Neuromorphic computing with nanoscale spintronic oscillators cs.ET · 2017 · author #6
  17. Neural-like computing with populations of superparamagnetic basis functions cs.ET · 2016 · author #7
  18. Synchronization Detection in Networks of Coupled Oscillators for Pattern Recognition cs.ET · 2016 · author #4
  19. Role of spin-transfer torques on synchronization and resonance phenomena in stochastic magnetic oscillators cond-mat.mes-hall · 2016 · author #4
  20. Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures cs.NE · 2016 · author #5
  21. Spintronic nano-devices for bio-inspired computing cs.ET · 2016 · author #2
  22. Noise-enhanced synchronization of stochastic magnetic oscillators cond-mat.mtrl-sci · 2014 · author #10

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