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Damien Querlioz

Identifiers

  • name variant Damien Querlioz 0.60 · backfill

Papers (24)

  1. Active Continual Learning with Metaplastic Binary Bayesian Neural Networks cs.LG · 2026 · author #4
  2. Uncertainty-triggered wake-up enables energy-efficient, error-resilient edge AI with memristor front ends cs.ET · 2026 · author #14
  3. Stochastic Computing for Hardware Implementation of Binarized Neural Networks cs.ET · 2019 · author #6
  4. Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input cs.LG · 2019 · author #3
  5. Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks cs.ET · 2019 · author #7
  6. In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks cs.ET · 2019 · author #7
  7. Reservoir computing with the frequency, phase and amplitude of spin-torque nano-oscillators physics.app-ph · 2018 · author #6
  8. Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks cs.ET · 2018 · author #3
  9. Nano-oscillator-based classification with a machine learning-compatible architecture physics.app-ph · 2018 · author #4
  10. Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions physics.app-ph · 2018 · author #7
  11. Overcoming device unreliability with continuous learning in a population coding based computing system cs.ET · 2018 · author #3
  12. Resonate and Fire Neuron with Fixed Magnetic Skyrmions physics.app-ph · 2018 · author #3
  13. Vowel recognition with four coupled spin-torque nano-oscillators q-bio.NC · 2017 · author #16
  14. Spatio-temporal Learning with Arrays of Analog Nanosynapses cs.NE · 2017 · author #2
  15. A Neural Network Based on Synchronized Pairs of Nano-Oscillators cs.ET · 2017 · author #3
  16. Low-Energy Truly Random Number Generation with Superparamagnetic Tunnel Junctions for Unconventional Computing physics.app-ph · 2017 · author #13
  17. Skyrmion Gas Manipulation for Probabilistic Computing cond-mat.mes-hall · 2017 · author #5
  18. Neuromorphic computing with nanoscale spintronic oscillators cs.ET · 2017 · author #6
  19. Neural-like computing with populations of superparamagnetic basis functions cs.ET · 2016 · author #7
  20. Synchronization Detection in Networks of Coupled Oscillators for Pattern Recognition cs.ET · 2016 · author #4
  21. Role of spin-transfer torques on synchronization and resonance phenomena in stochastic magnetic oscillators cond-mat.mes-hall · 2016 · author #4
  22. Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures cs.NE · 2016 · author #5
  23. Spintronic nano-devices for bio-inspired computing cs.ET · 2016 · author #2
  24. Noise-enhanced synchronization of stochastic magnetic oscillators cond-mat.mtrl-sci · 2014 · author #10

Mentions

  • 1405.4360 #10 · backfill · confidence 0.70 Damien Querlioz
  • 2605.30198 #4 · arxiv_oai · confidence 0.70 Damien Querlioz
  • 2605.29533 #14 · arxiv_oai · confidence 0.70 Damien Querlioz

Frequent Coauthors