Dr. Damien Querlioz Profile

Dr. Damien Querlioz

at Univ Paris-Saclay, CNRS

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Publications (14)

Proceedings Article | 4 October 2024 Presentation

Binarized neural networks: a path toward robust low-power AI

Damien Querlioz

Proceedings Volume PC13119, PC131190R (2024) https://doi.org/10.1117/12.3028824

KEYWORDS: Artificial intelligence, Artificial neural networks, Binary data, Spintronics, Design, Miniaturization, Magnetic tunnel junctions, Hafnium oxide, Fabrication, Energy harvesting

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Proceedings Article | 4 October 2024 Presentation

Computing with physics: the Bayesian approach

Damien Querlioz

Proceedings Volume PC13118, PC131181D (2024) https://doi.org/10.1117/12.3028627

KEYWORDS: Physics, Neural networks, Machine learning, Tissues, Stochastic processes, Prior knowledge, Neurons, Monte Carlo methods, Microcontrollers, Field effect transistors

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Proceedings Article | 3 October 2024 Presentation

Equilibrium propagation: a road for physics-based learning

Damien Querlioz

Proceedings Volume PC13113, PC131130G (2024) https://doi.org/10.1117/12.3028629

KEYWORDS: Roads

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Proceedings Article | 5 October 2023 Presentation

Adapting equilibrium propagation to physical systems

Marie Drouhin, Clément Turck, Kamel-Eddine Harabi, Adrien Renaudineau, Thomas Bersani-Veroni, Elisa Vianello, Jean-Michel Portal, Julie Grollier, Damien Querlioz

Proceedings Volume PC12656, PC126560M (2023) https://doi.org/10.1117/12.2677544

KEYWORDS: Neural networks, Education and training, Spatial learning, Algorithm development, Spintronics, Evolutionary algorithms

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Proceedings Article | 28 September 2023 Presentation

Nanoelectronic implementation of Equilibrium Propagation

Marie Drouhin, Clément Turck, Kamel-Eddine Harabi, Adrien Renaudineau, Thomas Bersani-Veroni, Elisa Vianello, Jean-Michel Portal, Julie Grollier, Damien Querlioz

Proceedings Volume PC12655, PC1265507 (2023) https://doi.org/10.1117/12.2677568

KEYWORDS: Nanoelectronics, Neural networks, Education and training, Spatial learning, Resistance, Computer programming, Analog electronics

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Proceedings Article | 4 October 2022 Presentation

Forecasting the outcome of spintronic experiments with neural ordinary differential equations (Conference Presentation)

Damien Querlioz

Proceedings Volume PC12205, PC122050Q (2022) https://doi.org/10.1117/12.2642360

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Proceedings Article | 1 August 2021 Presentation

Physics for neuromorphic computing

Danijela Markovic, Alice Mizrahi, Damien Querlioz, Julie Grollier

Proceedings Volume 11804, 1180408 (2021) https://doi.org/10.1117/12.2591731

KEYWORDS: Physics, Evolutionary algorithms, Brain, Algorithm development, Neuroscience, Materials science, Machine learning, Electronics, Data processing, Complex systems

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Proceedings Article | 1 August 2021 Presentation

Tuneable stochastic domain-wall trajectories in a nanoscale magnetic Galton board

Dedalo Sanz-Hernandez, Maryam Massouras, Nicolas Reyren, Nicolas Rougemaille, Vojtěch Schánilec, Karim Bouzehouane, Michel Hehn, Benjamin Canals, Damien Querlioz, Julie Grollier, François Montaigne, Daniel Lacour

Proceedings Volume 11805, 118051H (2021) https://doi.org/10.1117/12.2596038

KEYWORDS: Magnetism, Stochastic processes, Microscopy, Image processing, Nanowires, Switching, Statistical analysis, Nanostructures, Magneto-optics, Magnetic tracking

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Proceedings Article | 1 August 2021 Presentation

Artificial intelligence with radio-frequency spintronic devices

Nathan Leroux, Danijela Markovic, Dedalo Sanz-Hernandez, Erwann Martin, Teodora Petrisor, Juan Trastoy Quintella, Leandro Martins, Alex Jenkins, Ricardo Ferreira, Damien Querlioz, Alice Mizrahi, Julie Grollier, Andrew Ross, Arnaud De Riz, Jérémie Laydevant, Erwan Plouet

Proceedings Volume 11804, 1180404 (2021) https://doi.org/10.1117/12.2593702

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Proceedings Article | 20 August 2020 Presentation

Electric field control of magnetism

Liza Herrera-Diez, Yuting Liu, Dustin Allen Gilbert, Mohamed Belmeguenai, Jan Vogel, Stéfania Pizzini, Eduardo Martinez, Alessio Lamperti, Jamileh Beik Mohammadi, Axel Laborieux, Yves Roussigné, Alexander Grutter, Elke Arenholtz, Patrick Quarterman, Brian Maranville, Shimpei Ono, Mohammed Salah El Hadri, Robert Tolley, Eric Fullerton, Luis Sanchez-Terejina San José, Andrey Stashkevich, Salim Mourad Chérif, Andrew Kent, Damien Querlioz, Juergen Langer, Dafiné Ravelosona, Berthold Ocker

Proceedings Volume 11470, 114703G (2020) https://doi.org/10.1117/12.2567644

KEYWORDS: Magnetism, Metals, Oxides, Modulation, Oxygen, Platinum

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Proceedings Article | 18 September 2018 Presentation

Bio-Inspired computing based on artificial spin ices (Conference Presentation)

Michel Hehn, François Montaigne, Daniel Lacour, Yann Perrin, Benjamin Canals, Nicolas Rougemaille, Julie Grollier, Damien Querlioz, Aurélien Masseboeuf

Proceedings Volume 10732, 107323D (2018) https://doi.org/10.1117/12.2325724

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Proceedings Article | 29 September 2017 Presentation

Neuromorphic computing with stochastic spintronic devices (Conference Presentation)

Damien Querlioz, Adrien Vincent, Alice Mizrahi, Damir Vodenicarevic, Nicolas Locatelli, Joseph Friedman, Jacques-Olivier Klein, Julie Grollier

Proceedings Volume 10357, 103572D (2017) https://doi.org/10.1117/12.2276945

KEYWORDS: Stochastic processes, Magnetism, Spintronics, Computer programming, Bayesian inference, Electrical engineering, Structural design

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Proceedings Article | 4 November 2016 Presentation

Superparamagnetic tunnel junctions for bio-inspired computing (Conference Presentation)

Julie Grollier, Jacob Torrejon, Mathieu Riou, Vincent Cros, Damien Querlioz, Sumito Tsunegi, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark Stiles, Guru Khalsa

Proceedings Volume 9931, 99310N (2016) https://doi.org/10.1117/12.2236990

KEYWORDS: Motion models, Oscillators, Systems modeling, Bio-inspired computing, Brain, Neurons, Pattern recognition, Robotics, Standards development, Spintronics

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Proceedings Article | 28 August 2014 Paper

High-performance computing based on spin-diode logic

Joseph Friedman, Bruce Wessels, Damien Querlioz, Alan Sahakian

Proceedings Volume 9167, 91671J (2014) https://doi.org/10.1117/12.2062115

KEYWORDS: Magnetism, Logic, Spintronics, Resistance, Modulation, Switches, Logic devices, Diodes, Computing systems, Biomedical engineering

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Showing 5 of 14 publications

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