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ORCIDDominique Drouin
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2020 – today
- 2024
[j9]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, Dominique Drouin:
Robust quantum dots charge autotuning using neural network uncertainty. Mach. Learn. Sci. Technol. 5(4): 45034 (2024)- [j8]Adham Elshaer, Serge Ecoffey, Abdelatif Jaouad, Stéphane Monfray, Dominique Drouin:
CMOS Compatible Hydrogen Sensor Using Platinum Gate and ALD-Aluminum Oxide. Sensors 24(10): 3020 (2024) - [c12]Nikhil Garg, Davide Florini, Patrick Dufour, Eloir 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. ICONS 2024: 185-192 - [i14]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 abs/2404.10694 (2024) - [i13]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 abs/2406.05175 (2024) - [i12]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 abs/2406.19667 (2024) - 2023
- [j7]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): 14001 (2023) - [i11]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 abs/2305.16187 (2023) - [i10]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 abs/2305.18495 (2023) - [i9]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 abs/2307.09463 (2023) - [i8]Pierre-Antoine Mouny, Raphaël Dawant, Bastien Galaup, Serge Ecoffey, Michel Pioro-Ladriere, Yann Beilliard, Dominique Drouin:
Analog programming of CMOS-compatible Al2O3/TiO2-x memristor at 4.2 K after metal-insulator transition suppression by cryogenic reforming. CoRR abs/2307.15538 (2023) - 2022
- [j6]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): 15001 (2022) - [j5]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): 3356-3360 (2022) - [i7]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 abs/2203.07107 (2022) - [i6]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 abs/2203.11022 (2022) - 2021
- [j4]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): 1128-1132 (2021) - [c11]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: 29:1-29:8 - [i5]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 abs/2106.11169 (2021) - [i4]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 abs/2106.11808 (2021) - 2020
- [j3]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): 2000115 (2020) - [c10]Quentin Vandier, Julien Pezard, Hélène Frémont, Éric Duchesne, Dominique Drouin:
Readout Circuit Implemented on PCB-Level for Embedded CNT Sensors. I2MTC 2020: 1-6 - [i3]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 abs/2009.00180 (2020)
2010 – 2019
- 2019
- [j2]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): 3389 (2019) - [i2]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 abs/1906.11175 (2019) - [i1]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 abs/1908.05545 (2019) - 2018
- [c9]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: 1350-1354 - 2017
- [c8]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: 486-493 - [c7]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: 264-267 - 2016
- [c6]Gabriel Droulers, Serge Ecoffey, Dominique Drouin, Michel Pioro-Ladriere:
A manufacturable process for single electron charge detection, a step towards quantum computing. ESSDERC 2016: 337-340 - 2015
- [c5]Dominique Drouin, Mohamed Amine-Bounouar, Gabriel Droulers, M. Labalette, Michel Pioro-Ladriere, A. Souifi, Serge Ecoffey:
3D microelectronic with BEOL compatible devices. VTS 2015: 1 - 2014
- [j1]Rutu Parekh, Jacques Beauvais, Dominique Drouin:
SET logic driving capability and its enhancement in 3-D integrated SET-CMOS circuit. Microelectron. J. 45(8): 1087-1092 (2014) - [c4]Mohamed Amine-Bounouar, Dominique Drouin, Françis Calmon:
Towards nano-computing blocks using room temperature double-gate single electron transistors. NEWCAS 2014: 325-328 - 2013
- [c3]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: 1-4 - 2012
- [c2]Mohamed Amine-Bounouar, Arnaud Beaumont, Khalil El Hajjam, Françis Calmon, Dominique Drouin:
Room temperature double gate single electron transistor based standard cell library. NANOARCH 2012: 146-151
1990 – 1999
- 1993
- [c1]Raynald Gauvin, Dominique Drouin:
Fractal Analysis in Electron Microscopy. Fractals in the Natural and Applied Sciences 1993: 129-137
Coauthor Index
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