Damien Querlioz

Identifiers

• name variant Damien Querlioz 0.60 · backfill

Papers (63)

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. Intrinsic Annealing in a Hybrid Memristor-Magnetic Tunnel Junction Ising Machine cs.ET · 2025 · author #12
4. Bayesian continual learning and forgetting in neural networks cs.LG · 2025 · author #7
5. Roadmap to Neuromorphic Computing with Emerging Technologies eess.SP · 2024 · author #39
6. The Logarithmic Memristor-Based Bayesian Machine cs.ET · 2024 · author #12
7. Unsupervised End-to-End Training with a Self-Defined Target cs.NE · 2024 · author #4
8. Bayesian Metaplasticity from Synaptic Uncertainty cs.LG · 2023 · author #5
9. Control of the magnetic anisotropy in multi-repeat Pt/Co/Al heterostructures using magneto-ionic gating cond-mat.mtrl-sci · 2023 · author #12
10. Synaptic metaplasticity with multi-level memristive devices cs.NE · 2023 · author #6
11. Powering AI at the Edge: A Robust, Memristor-based Binarized Neural Network with Near-Memory Computing and Miniaturized Solar Cell cs.ET · 2023 · author #15
12. A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects cs.ET · 2023 · author #6
13. Multilayer spintronic neural networks with radio-frequency connections cs.ET · 2022 · author #8
14. Characterization and modeling of spiking and bursting in experimental NbOx neuron physics.app-ph · 2022 · author #9
15. Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential cs.NE · 2022 · author #6
16. A Memristor-Based Bayesian Machine cs.ET · 2021 · author #10
17. Spintronic memristors for computing physics.app-ph · 2021 · author #5
18. Energy Efficient Learning with Low Resolution Stochastic Domain Wall Synapse Based Deep Neural Networks cond-mat.mes-hall · 2021 · author #3
19. Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations cs.LG · 2021 · author #9
20. Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks cs.LG · 2021 · author #9
21. Training Dynamical Binary Neural Networks with Equilibrium Propagation cs.NE · 2021 · author #3
22. Synaptic metaplasticity in binarized neural networks cs.NE · 2021 · author #4
23. Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias cs.LG · 2021 · author #6
24. Tunable stochasticity in an artificial spin network cond-mat.mes-hall · 2020 · author #9
25. EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations cs.NE · 2020 · author #5
26. Implementation of Ternary Weights with Resistive RAM Using a Single Sense Operation per Synapse cs.ET · 2020 · author #8
27. Embracing the Unreliability of Memory Devices for Neuromorphic Computing cs.ET · 2020 · author #7
28. In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications eess.SP · 2020 · author #8
29. Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias cs.NE · 2020 · author #6
30. Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse cs.ET · 2020 · author #9
31. Equilibrium Propagation with Continual Weight Updates cs.NE · 2020 · author #3
32. Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation cs.NE · 2020 · author #3
33. Physics for Neuromorphic Computing cs.ET · 2020 · author #3
34. Synaptic Metaplasticity in Binarized Neural Networks cs.NE · 2020 · author #4
35. In-situ learning harnessing intrinsic resistive memory variability through Markov Chain Monte Carlo Sampling cs.ET · 2020 · author #3
36. Binding events through the mutual synchronization of spintronic nano-neurons physics.app-ph · 2020 · author #11
37. Designing large arrays of interacting spin-torque nano-oscillators for microwave information processing physics.app-ph · 2019 · author #8
38. Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction cs.ET · 2019 · author #8
39. Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays cs.ET · 2019 · author #8
40. Voltage control of domain walls in magnetic nanowires for energy efficient neuromorphic devices cond-mat.mes-hall · 2019 · author #3
41. Stochastic Computing for Hardware Implementation of Binarized Neural Networks cs.ET · 2019 · author #6
42. Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input cs.LG · 2019 · author #3
43. Role of non-linear data processing on speech recognition task in the framework of reservoir computing eess.AS · 2019 · author #5
44. Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks cs.ET · 2019 · author #7
45. In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks cs.ET · 2019 · author #7
46. Reservoir computing with the frequency, phase and amplitude of spin-torque nano-oscillators physics.app-ph · 2018 · author #6
47. Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks cs.ET · 2018 · author #3
48. Nano-oscillator-based classification with a machine learning-compatible architecture physics.app-ph · 2018 · author #4
49. Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions physics.app-ph · 2018 · author #7
50. Overcoming device unreliability with continuous learning in a population coding based computing system cs.ET · 2018 · author #3
51. Resonate and Fire Neuron with Fixed Magnetic Skyrmions physics.app-ph · 2018 · author #3
52. Vowel recognition with four coupled spin-torque nano-oscillators q-bio.NC · 2017 · author #16
53. Spatio-temporal Learning with Arrays of Analog Nanosynapses cs.NE · 2017 · author #2
54. A Neural Network Based on Synchronized Pairs of Nano-Oscillators cs.ET · 2017 · author #3
55. Low-Energy Truly Random Number Generation with Superparamagnetic Tunnel Junctions for Unconventional Computing physics.app-ph · 2017 · author #13
56. Skyrmion Gas Manipulation for Probabilistic Computing cond-mat.mes-hall · 2017 · author #5
57. Neuromorphic computing with nanoscale spintronic oscillators cs.ET · 2017 · author #6
58. Neural-like computing with populations of superparamagnetic basis functions cs.ET · 2016 · author #7
59. Synchronization Detection in Networks of Coupled Oscillators for Pattern Recognition cs.ET · 2016 · author #4
60. Role of spin-transfer torques on synchronization and resonance phenomena in stochastic magnetic oscillators cond-mat.mes-hall · 2016 · author #4
61. Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures cs.NE · 2016 · author #5
62. Spintronic nano-devices for bio-inspired computing cs.ET · 2016 · author #2
63. Noise-enhanced synchronization of stochastic magnetic oscillators cond-mat.mtrl-sci · 2014 · author #10

Mentions

• 2506.14676 #12 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2504.13569 #7 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2112.02879 #5 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2403.12116 #4 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2310.01623 #12 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2407.02353 #39 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2406.03492 #12 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2306.12142 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2312.10153 #5 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2305.12875 #15 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2111.07284 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2302.14577 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2211.03659 #8 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2203.11022 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2209.00413 #9 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1906.02812 #5 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2108.02318 #9 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2112.10547 #10 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2107.06064 #9 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2101.07592 #4 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2103.08953 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2003.03533 #4 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2010.10389 #9 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2010.07859 #5 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2101.05536 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2007.14234 #8 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2007.06238 #7 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2006.11595 #8 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2006.03824 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2005.04169 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2005.04168 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2005.01973 #9 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1907.05843 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2003.04711 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1908.09908 #8 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2001.11426 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 2001.08044 #11 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1908.04066 #8 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1908.04085 #8 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1906.00915 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1905.13633 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1904.03652 #7 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1902.02528 #7 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1811.00309 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1711.02704 #16 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1810.10836 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1808.08412 #4 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1806.00399 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1806.00076 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1806.09124 #7 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1701.07750 #5 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1610.09394 #7 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1709.02274 #3 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1706.05262 #13 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1709.03849 #2 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1701.07715 #6 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1607.00341 #4 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1606.07700 #2 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1607.01983 #4 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1606.08366 #5 · arxiv_oai · confidence 0.70 Damien Querlioz
• 1405.4360 #10 · arxiv_oai · confidence 0.70 Damien Querlioz
• 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

• Julie Grollier 30 shared papers
• Tifenn Hirtzlin 21 shared papers
• Elisa Vianello 19 shared papers
• Jean-Michel Portal 15 shared papers
• Marc Bocquet 15 shared papers
• Jacques-Olivier Klein 11 shared papers
• Maxence Ernoult 11 shared papers
• Nicolas Locatelli 11 shared papers
• Akio Fukushima 8 shared papers
• Alice Mizrahi 8 shared papers
• Etienne Nowak 8 shared papers
• Shinji Yuasa 8 shared papers
• Axel Laborieux 7 shared papers
• Damir Vodenicarevic 7 shared papers
• Flavio Abreu Araujo 7 shared papers
• Hitoshi Kubota 7 shared papers
• Vincent Cros 7 shared papers
• Kamel-Eddine Harabi 6 shared papers
• Paolo Bortolotti 6 shared papers
• Adrien F. Vincent 5 shared papers