In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives. - Amirali Amirsoleimani; Fabien Alibart; Victor Yon; Jianxiong Xu; Mohammad Reza Pazhouhandeh; Serge Ecoffey; Yann Beilliard; Roman Genov; Dominique Drouin (Adv. Intell. Syst., 2020)

Miniaturizing neural networks for charge state autotuning in quantum dots. - Stefanie Czischek; Victor Yon; Marc-Antoine Genest; Marc-Antoine Roux; Sophie Rochette; Julien Camirand Lemyre; Mathieu Moras; Michel Pioro-Ladriere; Dominique Drouin; Yann Beilliard; Roger G. Melko (Mach. Learn. Sci. Technol., 2022)

Hardware-aware Training Techniques for Improving Robustness of Ex-Situ Neural Network Transfer onto Passive TiO2 ReRAM Crossbars. - Philippe Drolet; Raphaël Dawant; Victor Yon; Pierre-Antoine Mouny; Matthieu Valdenaire; Javier Arias-Zapata; Pierre Gliech; Sean U. N. Wood; Serge Ecoffey; Fabien Alibart; Yann Beilliard; Dominique Drouin (CoRR, 2023)

A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction. - Frédéric Marcotte; Pierre-Antoine Mouny; Victor Yon; Gebremedhin A. Dagnew; Bohdan Kulchytskyy; Sophie Rochette; Yann Beilliard; Dominique Drouin; Pooya Ronagh (CoRR, 2023)

Towards a Cryogenic CMOS-Memristor Neural Decoder for Quantum Error Correction. - Pierre-Antoine Mouny; Maher Benhouria; Victor Yon; Patrick Dufour; Linxiang Huang; Yann Beilliard; Sophie Rochette; Dominique Drouin; Pooya Ronagh (QCE, 2024)

Robust quantum dots charge autotuning using neural networks uncertainty. - Victor Yon; Bastien Galaup; Claude Rohrbacher; Joffrey Rivard; Clement Godfrin; Roy Li; Stefan Kubicek; Kristiaan De Greve; Louis Gaudreau; Eva Dupont-Ferrier; Yann Beilliard; Roger G. Melko; et al. (CoRR, 2024)

Robust quantum dots charge autotuning using neural network uncertainty. - Victor Yon; Bastien Galaup; Claude Rohrbacher; Joffrey Rivard; Clement Godfrin; Ruoyu Li; Stefan Kubicek; Kristiaan De Greve; Louis Gaudreau; Eva Dupont-Ferrier; Yann Beilliard; Roger G. Melko; et al. (Mach. Learn. Sci. Technol., 2024)