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authFullName_s : Damien Querlioz
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Monte Carlo analysis of the dynamic behavior of III–V MOSFETs for low-noise RF applications

Ming Shi , Jérôme Saint-Martin , Arnaud Bournel , Damien Querlioz , Nicolas Wichmann et al.
Solid-State Electronics, 2013, 87, pp.51 - 57. ⟨10.1016/j.sse.2013.05.004⟩
Journal articles hal-01910206v1
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On the Physical Underpinnings of the Unusual Effectiveness of Probabilistic and Neural Computation

Sandip Tiwari , Damien Querlioz
2017 IEEE International Conference on Rebooting Computing (ICRC), Nov 2017, Washington, United States. ⟨10.1109/ICRC.2017.8123680⟩
Conference papers hal-01839541v1
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Vortex-based spin transfer oscillator compact model for IC design

Nicolas Locatelli , Damir Vodenicarevic , Weisheng Zhao , Jacques-Olivier Klein , Julie Grollier et al.
2015 IEEE International Symposium on Circuits and Systems (ISCAS), May 2015, Lisbon, Portugal. ⟨10.1109/ISCAS.2015.7168702⟩
Conference papers hal-01827046v1
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Bioinspired Programming of Memory Devices for Implementing an Inference Engine

Damien Querlioz , Olivier Bichler , Adrien Francis Vincent , Christian Gamrat
Proceedings of the IEEE, 2015, 103 (8), pp.1398 - 1416. ⟨10.1109/JPROC.2015.2437616⟩
Journal articles hal-01822199v1
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Bayesian Inference With Muller C-Elements

Joseph S Friedman , Laurie E Calvet , Pierre Bessière , Jacques Droulez , Damien Querlioz et al.
IEEE Transactions on Circuits and Systems, 2016, 63 (6), pp.895 - 904. ⟨10.1109/TCSI.2016.2546064⟩
Journal articles hal-01380709v1
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Supervised Learning with Organic Memristor Devices and Prospects for Neural Crossbar Arrays

Christopher H. Bennett , Djaafar Chabi , Théo Cabaret , Bruno Jousselme , Vincent Derycke et al.
2015 IEEE/ACM International Symposium on Nanoscale Architectures, Jul 2015, Boston, United States. pp.181-186, ⟨10.1109/NANOARCH.2015.7180609⟩
Conference papers cea-01635377v1
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Implementation of Ternary Weights With Resistive RAM Using a Single Sense Operation per Synapse

Axel Laborieux , Marc Bocquet , Hirtzlin Tifenn , Jacques-Olivier Klein , Etienne Nowak et al.
IEEE Transactions on Circuits and Systems I: Regular Papers, 2020, pp.1-10. ⟨10.1109/TCSI.2020.3031627⟩
Journal articles hal-02983778v1

Voltage control of domain walls in magnetic nanowires for energy-efficient neuromorphic devices

Md Ali Azam , Dhritiman Bhattacharya , Damien Querlioz , Caroline Ross , Jayasimha Atulasimha et al.
Nanotechnology, 2020, 31 (14), pp.145201. ⟨10.1088/1361-6528/ab6234⟩
Journal articles hal-03041145v1
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Role of synaptic variability in resistive memory-based spiking neural networks with unsupervised learning

Denys R. B. Ly , Alessandro Grossi , Claire Fenouillet-Beranger , Etienne Nowak , Damien Querlioz et al.
Journal of Physics D: Applied Physics, 2018, 51 (44), pp.444002. ⟨10.1088/1361-6463/aad954⟩
Journal articles hal-02939324v1
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EqSpike: Spike-driven equilibrium propagation for neuromorphic implementations

Erwann Martin , Maxence Ernoult , Jérémie Laydevant , Shuai Li , Damien Querlioz et al.
iScience, 2021, 24 (3), pp.102222. ⟨10.1016/j.isci.2021.102222⟩
Journal articles hal-03451693v1
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Spintronic Devices as Key Elements for Energy-Efficient Neuroinspired Architectures

Nicolas Locatelli , Adrien F Vincent , Alice Mizrahi , Joseph S Friedman , Damir Vodenicarevic et al.
Design, Automation and Test in Europe, Mar 2015, Grenoble, France. ⟨10.7873/DATE.2015.1117⟩
Conference papers hal-01827047v1
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Efficient multi sub-band Monte Carlo simulation of nano-scaled Double Gate MOSFETs

Jérôme Saint-Martin , Damien Querlioz , Arnaud Bournel , Philippe Dollfus
2006 International Conference on Simulation of Semiconductor Processes and Devices, Sep 2006, Monterey, United States. ⟨10.1109/SISPAD.2006.282875⟩
Conference papers hal-01827057v1

Nano-oscillator-based classification with a machine learning-compatible architecture

Damir Vodenicarevic , Nicolas Locatelli , Julie Grollier , Damien Querlioz
Journal of Applied Physics, 2018, 124 (15), pp.152117. ⟨10.1063/1.5042359⟩
Journal articles hal-02350216v1
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Robust neural logic block (NLB) based on memristor crossbar array

Djaafar Chabi , Weisheng Zhao , Damien Querlioz , Jacques-Olivier Klein
2011 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Jun 2011, San Diego, United States. ⟨10.1109/NANOARCH.2011.5941495⟩
Conference papers hal-01832345v1
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Analytical study of complementary memristive synchronous logic gates

Jean-Michel Portal , Mathieu Moreau , Marc Bocquet , Hassen Aziza , Damien Deleruyelle et al.
2013 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Jul 2013, Brooklyn, United States. ⟨10.1109/NanoArch.2013.6623047⟩
Conference papers hal-01745759v1
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Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems

Adrien F Vincent , Jérôme Larroque , Nicolas Locatelli , Nesrine Ben Romdhane , Olivier Bichler et al.
IEEE Transactions on Biomedical Circuits and Systems, 2015, 9 (2), pp.166 - 174. ⟨10.1109/TBCAS.2015.2414423⟩
Journal articles hal-01822200v1
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Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing Its Gradient Estimator Bias

Axel Laborieux , Maxence Ernoult , Benjamin Scellier , Yoshua Bengio , Julie Grollier et al.
Frontiers in Neuroscience, 2021, 15, ⟨10.3389/fnins.2021.633674⟩
Journal articles hal-03372043v1
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Model of the Weak Reset Process in HfO x Resistive Memory for Deep Learning Frameworks

Atreya Majumdar , Marc Bocquet , Tifenn Hirtzlin , Axel Laborieux , Jacques-Olivier Klein et al.
IEEE Transactions on Electron Devices, 2021, 68 (10), pp.4925-4932. ⟨10.1109/TED.2021.3108479⟩
Journal articles hal-03372056v1
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Role of non-linear data processing on speech recognition task in the framework of reservoir computing

Flavio Abreu Araujo , Mathieu Riou , Jacob Torrejon , Sumito Tsunegi , Damien Querlioz et al.
Scientific Reports, 2020, 10 (1), ⟨10.1038/s41598-019-56991-x⟩
Journal articles hal-03041228v1
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In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications

Bogdan Penkovsky , Marc Bocquet , Tifenn Hirtzlin , Jacques-Olivier Klein , Etienne Nowak et al.
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Mar 2020, Grenoble, France. pp.690-695, ⟨10.23919/DATE48585.2020.9116439⟩
Conference papers hal-03218970v1
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Inspiring engineers

Alessandro Rizzo , Damien Querlioz , Liwen Sang , Wan-Ting Grace Chen , Carmine Galasso et al.
Communications Engineering, 2022, 1, ⟨10.1038/s44172-022-00013-8⟩
Journal articles hal-03861122v1

Radio-Frequency Multiply-and-Accumulate Operations with Spintronic Synapses

Nathan Leroux , Danijela Marković , Erwann Martin , Teodora Petrisor , Damien Querlioz et al.
Physical Review Applied, 2021, 15 (3), pp.034067. ⟨10.1103/PhysRevApplied.15.034067⟩
Journal articles hal-03861131v1

A Memristor-Based Bayesian Machine

Kamel-Eddine Harabi , Tifenn Hirtzlin , Clément Turck , Elisa Vianello , Raphaël Laurent et al.
Nature Electronics, 2023, 6, pp.52. ⟨10.1038/s41928-022-00886-9⟩
Journal articles hal-03861134v1

Synchronous Non-Volatile Logic Gate Design Based on Resistive Switching Memories

Weisheng Zhao , Mathieu Moreau , Erya Deng , Yue Zhang , Jean-Michel Portal et al.
IEEE Transactions on Circuits and Systems I: Regular Papers, 2014, 61 (2), pp.443 - 454. ⟨10.1109/TCSI.2013.2278332⟩
Journal articles hal-01743999v1

Decoherence effects in the Wigner function formalism

Philipp Schwaha , Damien Querlioz , Philipp Dollfus , Jérôme Saint-Martin , Mihail Nedjalkov et al.
Journal of Computational Electronics, 2013, 12 (3), pp.388-396
Journal articles hal-01951931v1
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Digital Biologically Plausible Implementation of Binarized Neural Networks With Differential Hafnium Oxide Resistive Memory Arrays

Tifenn Hirtzlin , Marc Bocquet , Bogdan Penkovsky , Jacques-Olivier Klein , Etienne Nowak et al.
Frontiers in Neuroscience, 2020, 13, ⟨10.3389/fnins.2019.01383⟩
Journal articles hal-02436382v1

Role of synaptic variability in resistive memory-based spiking neural networks with unsupervised learning

Denys Ly , Alessandro Grossi , Claire Fenouillet-Beranger , Etienne Nowak , Damien Querlioz et al.
Journal of Physics D: Applied Physics, 2018, 51 (44), pp.444002. ⟨10.1088/1361-6463/aad954⟩
Journal articles hal-02350259v1
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Spintronic nanoscillators for unconventional circuits

Damir Vodenicarevic , Alice Mizrahi , Nicolas Locatelli , Julie Grollier , Damien Querlioz et al.
2017 European Conference on Circuit Theory and Design (ECCTD), Sep 2017, Catania, Italy. ⟨10.1109/ECCTD.2017.8093287⟩
Conference papers hal-01826842v1
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Stochastic neuron design using conductive bridge RAM

Giorgio Palma , Manan Suri , Damien Querlioz , Elisa Vianello , Barbara de Salvo et al.
2013 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Jul 2013, New York, United States. ⟨10.1109/NanoArch.2013.6623051⟩
Conference papers hal-01827051v1
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Physical Realization of a Supervised Learning System Built with Organic Memristive Synapses

Yu-Pu Lin , Christopher H. Bennett , Théo Cabaret , Damir Vodenicarevic , Djaafar Chabi et al.
Scientific Reports, 2016, 6, pp.31932. ⟨10.1038/srep31932⟩
Journal articles cea-01361933v1