Tifenn Hirtzlin

47 papers A 2C 2Journal 28Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Forward-only learning in memristor arrays with month-scale stability.
CoRR
Adrien Renaudineau, Mamadou Hawa Diallo, Théo Dupuis, Bastien Imbert, Mohammed Akib Iftakher, Kamel-Eddine Harabi, Clément Turck, Tifenn Hirtzlin, Djohan Bonnet, Franck Melul, Jorge-Daniel Aguirre-Morales, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2025 J jnl
Bayesian continual learning and forgetting in neural networks.
CoRR
Djohan Bonnet, Kellian Cottart, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Elisa Vianello, Damien Querlioz
2024 — conf
Exploration of Low-Energy Floating-Point Flash Attention Mechanism for 18nm FD-SOI CMOS Integration at the Edge.
MWSCAS
Joaquin Cornejo, Filipe Pouget, Sylvain Clerc, Tifenn Hirtzlin, Benoit Larras, Andreia Cathelin, Antoine Frappé
2024 J jnl
The Logarithmic Memristor-Based Bayesian Machine.
CoRR
Clement Türck, Kamel-Eddine Harabi, Adrien Pontlevy, Théo Ballet, Tifenn Hirtzlin, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2023 — conf
1S1R Sub-Threshold Operation in Crossbar Arrays for Neural Networks Hardware Implementation.
MIXDES
Joel Minguet Lopez, Manon Dampfhoffer, Tifenn Hirtzlin, Lucas Reganaz, Laurent Grenouillet, Gabriele Navarro, Mathieu Bernard, Thomas Magis, Catherine Carabasse, Niccolo Castellani, Valentina Meli, Elisa Vianello, Damien Deleruyelle, Jean-Michel Portal, Gabriel Molas, François Andrieu
2023 — conf
A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects.
ASP-DAC
Kamel-Eddine Harabi, Clement Türck, Marie Drouhin, Adrien Renaudineau, Thomas Bersani-Veroni, Damien Querlioz, Tifenn Hirtzlin, Elisa Vianello, Marc Bocquet, Jean-Michel Portal
2023 J jnl
A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects.
CoRR
Kamel-Eddine Harabi, Clement Türck, Marie Drouhin, Adrien Renaudineau, Thomas Bersani-Veroni, Damien Querlioz, Tifenn Hirtzlin, Elisa Vianello, Marc Bocquet, Jean-Michel Portal
2023 J jnl
Bayesian Metaplasticity from Synaptic Uncertainty.
CoRR
Djohan Bonnet, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Damien Querlioz, Elisa Vianello
2023 A conf
Energy-Efficient Bayesian Inference Using Near-Memory Computation with Memristors.
DATE
Clement Türck, Kamel-Eddine Harabi, Tifenn Hirtzlin, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2023 J jnl
Powering AI at the Edge: A Robust, Memristor-based Binarized Neural Network with Near-Memory Computing and Miniaturized Solar Cell.
CoRR
Fadi Jebali, Atreya Majumdar, Clement Türck, Kamel-Eddine Harabi, Mathieu-Coumba Faye, Eloi Muhr, Jean-Pierre Walder, Oleksandr Bilousov, Amadeo Michaud, Elisa Vianello, Tifenn Hirtzlin, François Andrieu, Marc Bocquet, Stéphane Collin, Damien Querlioz, Jean-Michel Portal
2023 — conf
Synaptic metaplasticity with multi-level memristive devices.
AICAS
Simone D'Agostino, Filippo Moro, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello
2023 J jnl
Synaptic metaplasticity with multi-level memristive devices.
CoRR
Simone D'Agostino, Filippo Moro, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello
2022 — conf
1S1R sub-threshold operation in Crossbar arrays for low power BNN inference computing.
IMW
Joel Minguet Lopez, François Rummens, Lucas Reganaz, A. Heraud, Tifenn Hirtzlin, Laurent Grenouillet, Gabriele Navarro, Mathieu Bernard, Catherine Carabasse, Niccolo Castellani, Valentina Meli, S. Martin, Thomas Magis, Elisa Vianello, C. Sabbione, Damien Deleruyelle, Marc Bocquet, Jean-Michel Portal, Gabriel Molas, François Andrieu
2022 J jnl
Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy.
Adv. Intell. Syst.
Eduardo Esmanhotto, Tifenn Hirtzlin, Djohan Bonnet, Niccolo Castellani, Jean-Michel Portal, Damien Querlioz, Elisa Vianello
2022 J jnl
Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy.
Adv. Intell. Syst.
Eduardo Esmanhotto, Tifenn Hirtzlin, Djohan Bonnet, Niccolo Castellani, Jean-Michel Portal, Damien Querlioz, Elisa Vianello
2022 — conf
Experimental demonstration of Single-Level and Multi-Level-Cell RRAM-based In-Memory Computing with up to 16 parallel operations.
IRPS
Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, S. Martin, Bastien Giraud, François Andrieu, Jean-François Nodin, Damien Querlioz, Jean-Michel Portal, Elisa Vianello
2022 J jnl
Experimental demonstration of Single-Level and Multi-Level-Cell RRAM-based In-Memory Computing with up to 16 parallel operations.
CoRR
Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, S. Martin, Bastien Giraud, François Andrieu, Jean-Francois Nodin, Damien Querlioz, Jean-Michel Portal, Elisa Vianello
2022 — conf
Frequency modulation of conductance level in PCM device for neuromorphic applications.
ESSCIRC
Ahmed Trabelsi, Carlo Cagli, Tifenn Hirtzlin, Olga Cueto, Marie Claire Cyrille, Elisa Vianello, Valentina Meli, Veronique Sousa, Guillaume Bourgeois, François Andrieu
2022 C conf
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks.
ISCAS
Filippo Moro, Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, Ahmed Trabelsi, Thomas Dalgaty, Gabriel Molas, François Andrieu, Stefano Brivio, Sabina Spiga, Giacomo Indiveri, Melika Payvand, Elisa Vianello
2022 J jnl
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks.
CoRR
Filippo Moro, Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, Ahmed Trabelsi, Thomas Dalgaty, Gabriel Molas, François Andrieu, Stefano Brivio, Sabina Spiga, Giacomo Indiveri, Melika Payvand, Elisa Vianello
2021 J jnl
A Memristor-Based Bayesian Machine.
CoRR
Kamel-Eddine Harabi, Tifenn Hirtzlin, Clement Türck, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Jean-Michel Portal, Marc Bocquet, Damien Querlioz
2021 — conf
CAPC: A Configurable Analog Pop-Count Circuit for Near-Memory Binary Neural Networks.
MWSCAS
Fadi Jebali, Atreya Majumdar, Axel Laborieux, Tifenn Hirtzlin, Elisa Vianello, Jean-Pierre Walder, Marc Bocquet, Damien Querlioz, Jean-Michel Portal
2021 J jnl
Implementation of Ternary Weights With Resistive RAM Using a Single Sense Operation Per Synapse.
IEEE Trans. Circuits Syst. I Regul. Pap.
Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2021 J jnl
Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks.
CoRR
Atreya Majumdar, Marc Bocquet, Tifenn Hirtzlin, Axel Laborieux, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2021 J jnl
Synaptic metaplasticity in binarized neural networks.
CoRR
Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz
2020 — —
Digital Implementation of Neuromorphic systems using Emerging Memory devices. (Conception de circuits neuromorphiques numériques exploitant des nano-composants émergents).
Tifenn Hirtzlin
2020 — conf
Embracing the Unreliability of Memory Devices for Neuromorphic Computing.
IRPS
Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020 J jnl
Embracing the Unreliability of Memory Devices for Neuromorphic Computing.
CoRR
Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020 J jnl
Implementation of Ternary Weights with Resistive RAM Using a Single Sense Operation per Synapse.
CoRR
Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020 A conf
In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications.
DATE
Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020 J jnl
In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications.
CoRR
Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020 — conf
Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse.
AICAS
Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Liza Herrera Diez, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020 J jnl
Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse.
CoRR
Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Liza Herrera Diez, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020 J jnl
Synaptic Metaplasticity in Binarized Neural Networks.
CoRR
Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz
2019 J jnl
Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays.
CoRR
Tifenn Hirtzlin, Marc Bocquet, Bogdan Penkovsky, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019 — conf
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction.
NANOARCH
Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2019 J jnl
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction.
CoRR
Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2019 J jnl
In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks.
CoRR
Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019 — conf
Memory-Centric Neuromorphic Computing With Nanodevices.
BioCAS
Damien Querlioz, Julie Grollier, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Miguel Romera, Philippe Talatchian
2019 J jnl
Microwave neural processing and broadcasting with spintronic nano-oscillators.
CoRR
Philippe Talatchian, M. Romera, Sumito Tsunegi, Flavio Abreu Araujo, Vincent Cros, Paolo Bortolotti, Juan Trastoy, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Maxence Ernoult, Damir Vodenicarevic, Tifenn Hirtzlin, Nicolas Locatelli, Damien Querlioz, Julie Grollier
2019 — conf
Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks.
AICAS
Tifenn Hirtzlin, Marc Bocquet, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019 J jnl
Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks.
CoRR
Tifenn Hirtzlin, Marc Bocquet, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019 J jnl
Stochastic Computing for Hardware Implementation of Binarized Neural Networks.
IEEE Access
Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz
2019 J jnl
Stochastic Computing for Hardware Implementation of Binarized Neural Networks.
CoRR
Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz
2018 C conf
Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions.
ISCAS
Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi, Tifenn Hirtzlin, Joseph S. Friedman, Julie Grollier, Damien Querlioz
2018 J jnl
Vowel recognition with four coupled spin-torque nano-oscillators.
Nat.
Miguel Romera, Philippe Talatchian, Sumito Tsunegi, Flavio Abreu Araujo, Vincent Cros, Paolo Bortolotti, Juan Trastoy, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Maxence Ernoult, Damir Vodenicarevic, Tifenn Hirtzlin, Nicolas Locatelli, Damien Querlioz, Julie Grollier
2017 — conf
25 Gbit/s O-Band push-pull Mach-Zehnder silicon modulator for datacom applications.
ICTON
Diego Pérez-Galacho, Charles Baudot, Tifenn Hirtzlin, Nathalie Vulliet, Sonia Messaoudene, Paul Crozat, Frédéric Boeuf, Laurent Vivien, Delphine Marris-Morini