Scholar
Damien Querlioz
Google Scholar ID: 2-EKdW4AAAAJ
Research Scientist, CNRS, Université Paris-Saclay
Citations & Impact
Citations
10,409
H-index
47
i10-index
106
Publications
20
Co-authors
190
list available
Publications
Resume (English only)
Academic Achievements
- Published key works in Nature Communications, Nature Electronics, and Nature Reviews Physics, including self-powered memristor neural networks, Bayesian arrhythmia detection, Neural ODE modeling of spintronics, and brain-inspired solutions to catastrophic forgetting.
- Collaborated with Julie Grollier and Yoshua Bengio on Scaling Equilibrium Propagation to deep networks.
- Demonstrated MCMC-based learning on a 16,384-memristor array with LETI, leveraging device variability.
- Co-authored the book 'The Wigner Monte-Carlo Method for Nanoelectronic Devices' (2010, ISTE/Wiley).
- Authored over 150 journal/conference papers, 9 book chapters, and delivered 100+ invited talks.
- Awarded the CNRS Bronze Medal in 2017.
- Co-recipient of the 2017 IEEE Guillemin-Cauer Best Paper Award.
- Co-recipient of the 2018 IEEE Biomedical Circuits and Systems Best Paper Award.
