Dominique Drouin

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 27

Top Topics

Synaptic Plasticity

Reservoir Computing

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

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, Dominique Drouin
Robust quantum dots charge autotuning using neural networks uncertainty. CoRR (2024)
Adham Elshaer, Serge Ecoffey, Abdelatif Jaouad, Stéphane Monfray, Dominique Drouin
CMOS Compatible Hydrogen Sensor Using Platinum Gate and ALD-Aluminum Oxide. Sensors 24 (10) (2024)
Pierre-Antoine Mouny, Raphaël Dawant, Patrick Dufour, Matthieu Valdenaire, Serge Ecoffey, Michel Pioro-Ladriere, Yann Beilliard, Dominique Drouin
Towards scalable cryogenic quantum dot biasing using memristor-based DC sources. CoRR (2024)
Nikhil Garg, Davide Florini, Patrick Dufour, Eloi Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits. CoRR (2024)
Frédéric Marcotte, Pierre-Antoine Mouny, Victor Yon, Gebremedhin A. Dagnew, Bohdan Kulchytskyy, Sophie Rochette, Yann Beilliard, Dominique Drouin, Pooya Ronagh
A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction. CoRR (2023)
Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity. Neuromorph. Comput. Eng. 3 (1) (2023)
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
Hardware-aware Training Techniques for Improving Robustness of Ex-Situ Neural Network Transfer onto Passive TiO2 ReRAM Crossbars. CoRR (2023)
Pierre-Antoine Mouny, Raphaël Dawant, Bastien Galaup, Serge Ecoffey, Michel Pioro-Ladriere, Yann Beilliard, Dominique Drouin
memristor at 4.2 K after metal-insulator transition suppression by cryogenic reforming. CoRR (2023)
Joao Henrique Quintino Palhares, Yann Beilliard, Jury Sandrini, Franck Arnaud, Kevin Garello, Guillaume Prenat, Lorena Anghel, Fabien Alibart, Dominique Drouin, Philippe Galy
A tunable and versatile 28nm FD-SOI crossbar output circuit for low power analog SNN inference with eNVM synapses. CoRR (2023)
Tony Liu, Amirali Amirsoleimani, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, Roman Genov
CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements. IEEE Trans. Circuits Syst. II Express Briefs 69 (8) (2022)
Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. CoRR (2022)
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
Miniaturizing neural networks for charge state autotuning in quantum dots. Mach. Learn. Sci. Technol. 3 (1) (2022)
Pierre-Antoine Mouny, Yann Beilliard, Sébastien Graveline, Marc-Antoine Roux, Abdelouadoud El Mesoudy, Raphaël Dawant, Pierre Gliech, Serge Ecoffey, Fabien Alibart, Michel Pioro-Ladriere, Dominique Drouin
Memristor-based cryogenic programmable DC sources for scalable in-situ quantum-dot control. CoRR (2022)
Abdelouadoud El Mesoudy, Gwénaëlle Lamri, Raphaël Dawant, Javier Arias-Zapata, Pierre Gliech, Yann Beilliard, Serge Ecoffey, Andreas Ruediger, Fabien Alibart, Dominique Drouin
Fully CMOS-compatible passive TiO2-based memristor crossbars for in-memory computing. CoRR (2021)
Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. CoRR (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. ICONS (2021)
Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin
In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives. Adv. Intell. Syst. 2 (11) (2020)
Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. CoRR (2020)
Quentin Vandier, Julien Pezard, Hélène Frémont, Éric Duchesne, Dominique Drouin
Readout Circuit Implemented on PCB-Level for Embedded CNT Sensors. I2MTC (2020)
Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Observation of Highly Nonlinear Resistive Switching of Al2O3/TiO2-x Memristors at Cryogenic Temperature (1.5 K). CoRR (2019)
Yann Beilliard, Maxime Godard, Aggelos Ioannou, Astrinos Damianakis, Michael Ligerakis, Iakovos Mavroidis, Pierre-Yves Martinez, David Danovitch, Julien Sylvestre, Dominique Drouin
FPGA-based Multi-Chip Module for High-Performance Computing. CoRR (2019)
Aurore Quelennec, Éric Duchesne, Hélène Frémont, Dominique Drouin
Source Separation Using Sensor's Frequency Response: Theory and Practice on Carbon Nanotubes Sensors. Sensors 19 (15) (2019)
Arbi Maalaoui, Marie Frénéa-Robin, Jonathan Genest, Serge Ecoffey, Jacques Beauvais, Paul G. Charette, Dominique Drouin, Jean-Pierre Cloarec
Towards miniaturized pH sensor based on carbon nanotubes assembled by DEP on titanium electrodes? ICIT (2018)
Alvise Rigo, Christian Pinto, Kevin Pouget, Daniel Raho, Denis Dutoit, Pierre-Yves Martinez, Chris Doran, Luca Benini, Iakovos Mavroidis, Manolis Marazakis, Valeria Bartsch, Guy Lonsdale, Antoniu Pop, John Goodacre, Annaik Colliot, Paul M. Carpenter, Petar Radojkovic, Dirk Pleiter, Dominique Drouin, Benoît Dupont de Dinechin
Paving the Way Towards a Highly Energy-Efficient and Highly Integrated Compute Node for the Exascale Revolution: The ExaNoDe Approach. DSD (2017)
Getenet Tesega Ayele, Stéphane Monfray, Frédéric Boeuf, Jean-Pierre Cloarec, Serge Ecoffey, Dominique Drouin, Etienne Puyoo, Abdelkader Souifi
Development of ultrasensitive extended-gate Ion-sensitive-field-effect-transistor based on industrial UTBB FDSOI transistor. ESSDERC (2017)
Gabriel Droulers, Serge Ecoffey, Dominique Drouin, Michel Pioro-Ladriere
A manufacturable process for single electron charge detection, a step towards quantum computing. ESSDERC (2016)
Dominique Drouin, Mohamed Amine-Bounouar, Gabriel Droulers, M. Labalette, Michel Pioro-Ladriere, A. Souifi, Serge Ecoffey
3D microelectronic with BEOL compatible devices. VTS (2015)
Rutu Parekh, Jacques Beauvais, Dominique Drouin
SET logic driving capability and its enhancement in 3-D integrated SET-CMOS circuit. Microelectron. J. 45 (8) (2014)
Mohamed Amine-Bounouar, Dominique Drouin, Francis Calmon
Towards nano-computing blocks using room temperature double-gate single electron transistors. NEWCAS (2014)
S. Chatbouri, M. Troudi, Nabil Sghaier, A. Kalboussi, Dominique Drouin, V. Aimez, A. Souifi
Effect of illumination on the electron transport mechanisms in Silicon nanocrystal-based nanopixels. SSD (2013)
Mohamed Amine-Bounouar, Arnaud Beaumont, Khalil El Hajjam, Francis Calmon, Dominique Drouin
Room temperature double gate single electron transistor based standard cell library. NANOARCH (2012)
Raynald Gauvin, Dominique Drouin
Fractal Analysis in Electron Microscopy. Fractals in the Natural and Applied Sciences (1993)