Digital Biologically Plausible Implementation of Binarized Neural Networks With Differential Hafnium Oxide Resistive Memory Arrays
Hirtzlin, Tifenn, Bocquet, Marc, Penkovsky, Bogdan, Klein, Jacques-Olivier, Nowak, Etienne, Vianello, Elisa, Portal, Jean-Michel, Querlioz, Damien
Published in Frontiers in neuroscience (09.01.2020)
Published in Frontiers in neuroscience (09.01.2020)
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Journal Article
Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks
Bonnet, Djohan, Hirtzlin, Tifenn, Majumdar, Atreya, Dalgaty, Thomas, Esmanhotto, Eduardo, Meli, Valentina, Castellani, Niccolo, Martin, Simon, Nodin, Jean-François, Bourgeois, Guillaume, Portal, Jean-Michel, Querlioz, Damien, Vianello, Elisa
Published in Nature communications (20.11.2023)
Published in Nature communications (20.11.2023)
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Journal Article
Powering AI at the edge: A robust, memristor-based binarized neural network with near-memory computing and miniaturized solar cell
Jebali, Fadi, Majumdar, Atreya, Turck, Clément, Harabi, Kamel-Eddine, Faye, Mathieu-Coumba, Muhr, Eloi, Walder, Jean-Pierre, Bilousov, Oleksandr, Michaud, Amadéo, Vianello, Elisa, Hirtzlin, Tifenn, Andrieu, François, Bocquet, Marc, Collin, Stéphane, Querlioz, Damien, Portal, Jean-Michel
Published in Nature communications (25.01.2024)
Published in Nature communications (25.01.2024)
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Journal Article
Implementation of Ternary Weights With Resistive RAM Using a Single Sense Operation Per Synapse
Laborieux, Axel, Bocquet, Marc, Hirtzlin, Tifenn, Klein, Jacques-Olivier, Nowak, Etienne, Vianello, Elisa, Portal, Jean-Michel, Querlioz, Damien
Published in IEEE transactions on circuits and systems. I, Regular papers (01.01.2021)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.01.2021)
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Journal Article
Comprehensive Phase-Change Memory Compact Model for Circuit Simulation
Pigot, Corentin, Bocquet, Marc, Gilibert, Fabien, Reyboz, Marina, Cueto, Olga, Marca, Vincenzo Della, Zuliani, Paola, Portal, Jean-Michel
Published in IEEE transactions on electron devices (01.10.2018)
Published in IEEE transactions on electron devices (01.10.2018)
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Journal Article
Stochastic Computing for Hardware Implementation of Binarized Neural Networks
Hirtzlin, Tifenn, Penkovsky, Bogdan, Bocquet, Marc, Klein, Jacques-Olivier, Portal, Jean-Michel, Querlioz, Damien
Published in IEEE access (01.01.2019)
Published in IEEE access (01.01.2019)
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Journal Article
Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential
Garg, Nikhil, Balafrej, Ismael, Stewart, Terrence C., Portal, Jean-Michel, Bocquet, Marc, Querlioz, Damien, Drouin, Dominique, Rouat, Jean, Beilliard, Yann, Alibart, Fabien
Published in Frontiers in neuroscience (21.10.2022)
Published in Frontiers in neuroscience (21.10.2022)
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Journal Article
A multi-scale methodology connecting device physics to compact models and circuit applications for OxRAM technology
Puglisi, Francesco Maria, Deleruyelle, Damien, Portal, Jean-Michel, Pavan, Paolo, Larcher, Luca
Published in Physica status solidi. A, Applications and materials science (01.02.2016)
Published in Physica status solidi. A, Applications and materials science (01.02.2016)
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Journal Article
Phenomenological modelling of non-volatile memory threshold voltage shift induced by nonlinear ionization with a femtosecond laser
Chiquet, Philippe, Chambonneau, Maxime, Della Marca, Vincenzo, Postel-Pellerin, Jérémy, Canet, Pierre, Souiki-Figuigui, Sarra, Idda, Guillaume, Portal, Jean-Michel, Grojo, David
Published in Scientific reports (14.05.2019)
Published in Scientific reports (14.05.2019)
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Journal Article
1S1R Optimization for High‐Frequency Inference on Binarized Spiking Neural Networks
Minguet Lopez, Joel, Rafhay, Quentin, Dampfhoffer, Manon, Reganaz, Lucas, Castellani, Niccolo, Meli, Valentina, Martin, Simon, Grenouillet, Laurent, Navarro, Gabriele, Magis, Thomas, Carabasse, Catherine, Hirtzlin, Tifenn, Vianello, Elisa, Deleruyelle, Damien, Portal, Jean‐Michel, Molas, Gabriel, Andrieu, François
Published in Advanced electronic materials (01.08.2022)
Published in Advanced electronic materials (01.08.2022)
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Journal Article
Resistive Switching Memory Architecture Based on Polarity Controllable Selectors
Levisse, Alexandre, Gaillardon, Pierre-Emmanuel, Giraud, Bastien, O'Connor, Ian, Noel, Jean-Philippe, Moreau, Mathieu, Portal, Jean-Michel
Published in IEEE transactions on nanotechnology (2019)
Published in IEEE transactions on nanotechnology (2019)
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Journal Article
Binary ReRAM-based BNN first-layer implementation
Ezzadeen, Mona, Majumdar, Atreya, Thomas, Sigrid, Noel, Jean-Philippe, Giraud, Bastien, Bocquet, Marc, Andrieu, Francois, Querlioz, Damien, Portal, Jean-Michel
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
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Conference Proceeding
Write Termination Circuits for RRAM: A Holistic Approach From Technology to Application Considerations
Levisse, Alexandre, Bocquet, Marc, Rios, Marco, Alayan, Mouhamad, Moreau, Mathieu, Nowak, Etienne, Molas, Gabriel, Vianello, Elisa, Atienza, David, Portal, Jean-Michel
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Phase-change memory: A continuous multilevel compact model of subthreshold conduction and threshold switching
Pigot, Corentin, Gilibert, Fabien, Reyboz, Marina, Bocquet, Marc, Zuliani, Paola, Portal, Jean-Michel
Published in Japanese Journal of Applied Physics (01.04.2018)
Published in Japanese Journal of Applied Physics (01.04.2018)
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Journal Article
SITARe: a fast simulation tool for the analysis of disruptive effects on electronics
Micolau, Gilles, Coulié, Karine, Rahajandraibe, Wenceslas, Portal, Jean-Michel, Aziza, Hassen
Published in E3S web of conferences (01.01.2019)
Published in E3S web of conferences (01.01.2019)
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Journal Article
Conference Proceeding
Simulation of Single and Multi-Node Collection: Impact on SEU Occurrence in Nanometric SRAM Cells
Toure, G, Hubert, G, Castellani-Coulie, K, Duzellier, S, Portal, J
Published in IEEE transactions on nuclear science (01.06.2011)
Published in IEEE transactions on nuclear science (01.06.2011)
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Journal Article
Compact Modeling Solutions for Oxide-Based Resistive Switching Memories (OxRAM)
Bocquet, Marc, Aziza, Hassen, Zhao, Weisheng, Zhang, Yue, Onkaraiah, Santhosh, Muller, Christophe, Reyboz, Marina, Deleruyelle, Damien, Clermidy, Fabien, Portal, Jean-Michel
Published in Journal of low power electronics and applications (01.01.2014)
Published in Journal of low power electronics and applications (01.01.2014)
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Journal Article
Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks
Majumdar, Atreya, Bocquet, Marc, Hirtzlin, Tifenn, Laborieux, Axel, Klein, Jacques-Olivier, Nowak, Etienne, Vianello, Elisa, Portal, Jean-Michel, Querlioz, Damien
Published in IEEE transactions on electron devices (01.10.2021)
Published in IEEE transactions on electron devices (01.10.2021)
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Journal Article
Synchronous Non-Volatile Logic Gate Design Based on Resistive Switching Memories
Weisheng Zhao, Moreau, Mathieu, Erya Deng, Yue Zhang, Portal, Jean-Michel, Klein, Jacques-Olivier, Bocquet, Marc, Aziza, Hassen, Deleruyelle, Damien, Muller, Christophe, Querlioz, Damien, Ben Romdhane, Nesrine, Ravelosona, Dafine, Chappert, Claude
Published in IEEE transactions on circuits and systems. I, Regular papers (01.02.2014)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.02.2014)
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Journal Article