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ORCIDTifenn Hirtzlin
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2020 – today
- 2024
[c18]Joaquin Cornejo, Filipe Pouget, Sylvain Clerc, Tifenn Hirtzlin, Benoit Larras, Andreia Cathelin, Antoine Frappé:
Exploration of Low-Energy Floating-Point Flash Attention Mechanism for 18nm FD-SOI CMOS Integration at the Edge. MWSCAS 2024: 1056-1059- [i21]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:
The Logarithmic Memristor-Based Bayesian Machine. CoRR abs/2406.03492 (2024) - 2023
- [c17]Simone D'Agostino, Filippo Moro
, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello:
Synaptic metaplasticity with multi-level memristive devices. AICAS 2023: 1-5 - [c16]Kamel-Eddine Harabi, Clement Türck, Marie Drouhin, Adrien Renaudineau, Thomas Bersani-Veroni, Damien Querlioz, Tifenn Hirtzlin, Elisa Vianello, Marc Bocquet, Jean-Michel Portal:
A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects. ASP-DAC 2023: 184-185 - [c15]Clement Türck, Kamel-Eddine Harabi, Tifenn Hirtzlin, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Marc Bocquet, Jean-Michel Portal, Damien Querlioz:
Energy-Efficient Bayesian Inference Using Near-Memory Computation with Memristors. DATE 2023: 1-2 - [c14]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:
1S1R Sub-Threshold Operation in Crossbar Arrays for Neural Networks Hardware Implementation. MIXDES 2023: 1-6 - [i20]Kamel-Eddine Harabi, Clement Türck, Marie Drouhin, Adrien Renaudineau, Thomas Bersani-Veroni, Damien Querlioz, Tifenn Hirtzlin, Elisa Vianello, Marc Bocquet, Jean-Michel Portal:
A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects. CoRR abs/2302.14577 (2023) - [i19]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:
Powering AI at the Edge: A Robust, Memristor-based Binarized Neural Network with Near-Memory Computing and Miniaturized Solar Cell. CoRR abs/2305.12875 (2023) - [i18]Simone D'Agostino, Filippo Moro, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello:
Synaptic metaplasticity with multi-level memristive devices. CoRR abs/2306.12142 (2023) - [i17]Djohan Bonnet, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Damien Querlioz, Elisa Vianello:
Bayesian Metaplasticity from Synaptic Uncertainty. CoRR abs/2312.10153 (2023) - 2022
- [j5]Eduardo Esmanhotto, Tifenn Hirtzlin, Djohan Bonnet, Niccolo Castellani, Jean-Michel Portal, Damien Querlioz, Elisa Vianello:
Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy. Adv. Intell. Syst. 4(11) (2022) - [j4]Eduardo Esmanhotto, Tifenn Hirtzlin, Djohan Bonnet, Niccolo Castellani, Jean-Michel Portal, Damien Querlioz, Elisa Vianello:
Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy. Adv. Intell. Syst. 4(11) (2022) - [c13]Ahmed Trabelsi, Carlo Cagli, Tifenn Hirtzlin, Olga Cueto, Marie Claire Cyrille, Elisa Vianello, Valentina Meli, Veronique Sousa, Guillaume Bourgeois, François Andrieu:
Frequency modulation of conductance level in PCM device for neuromorphic applications. ESSCIRC 2022: 129-132 - [c12]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:
1S1R sub-threshold operation in Crossbar arrays for low power BNN inference computing. IMW 2022: 1-4 - [c11]Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, S. Martin, Bastien Giraud, François Andrieu, Jean-François Nodin, Damien Querlioz, Jean-Michel Portal, Elisa Vianello:
Experimental demonstration of Single-Level and Multi-Level-Cell RRAM-based In-Memory Computing with up to 16 parallel operations. IRPS 2022: 8-1 - [c10]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:
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. ISCAS 2022: 380-383 - [i16]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:
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. CoRR abs/2202.05094 (2022) - [i15]Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, S. Martin, Bastien Giraud, François Andrieu, Jean-Francois Nodin, Damien Querlioz, Jean-Michel Portal, Elisa Vianello:
Experimental demonstration of Single-Level and Multi-Level-Cell RRAM-based In-Memory Computing with up to 16 parallel operations. CoRR abs/2203.01680 (2022) - 2021
- [j3]Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Implementation of Ternary Weights With Resistive RAM Using a Single Sense Operation Per Synapse. IEEE Trans. Circuits Syst. I Regul. Pap. 68(1): 138-147 (2021) - [c9]Fadi Jebali, Atreya Majumdar, Axel Laborieux, Tifenn Hirtzlin, Elisa Vianello, Jean-Pierre Walder, Marc Bocquet, Damien Querlioz, Jean-Michel Portal:
CAPC: A Configurable Analog Pop-Count Circuit for Near-Memory Binary Neural Networks. MWSCAS 2021: 158-161 - [i14]Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz:
Synaptic metaplasticity in binarized neural networks. CoRR abs/2101.07592 (2021) - [i13]Atreya Majumdar, Marc Bocquet, Tifenn Hirtzlin, Axel Laborieux, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks. CoRR abs/2107.06064 (2021) - [i12]Kamel-Eddine Harabi, Tifenn Hirtzlin, Clement Türck, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Jean-Michel Portal, Marc Bocquet, Damien Querlioz:
A Memristor-Based Bayesian Machine. CoRR abs/2112.10547 (2021) - 2020
- [b1]Tifenn Hirtzlin:
Digital Implementation of Neuromorphic systems using Emerging Memory devices. (Conception de circuits neuromorphiques numériques exploitant des nano-composants émergents). University of Paris-Saclay, France, 2020 - [c8]Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Liza Herrera Diez, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse. AICAS 2020: 136-140 - [c7]Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. DATE 2020: 690-695 - [c6]Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Embracing the Unreliability of Memory Devices for Neuromorphic Computing. IRPS 2020: 1-5 - [i11]Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz:
Synaptic Metaplasticity in Binarized Neural Networks. CoRR abs/2003.03533 (2020) - [i10]Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Liza Herrera Diez, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse. CoRR abs/2005.01973 (2020) - [i9]Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. CoRR abs/2006.11595 (2020) - [i8]Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Embracing the Unreliability of Memory Devices for Neuromorphic Computing. CoRR abs/2007.06238 (2020) - [i7]Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Implementation of Ternary Weights with Resistive RAM Using a Single Sense Operation per Synapse. CoRR abs/2007.14234 (2020)
2010 – 2019
- 2019
- [j2]Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz:
Stochastic Computing for Hardware Implementation of Binarized Neural Networks. IEEE Access 7: 76394-76403 (2019) - [c5]Tifenn Hirtzlin, Marc Bocquet, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. AICAS 2019: 288-292 - [c4]Damien Querlioz, Julie Grollier, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Miguel Romera, Philippe Talatchian:
Memory-Centric Neuromorphic Computing With Nanodevices. BioCAS 2019: 1-4 - [c3]Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz:
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. NANOARCH 2019: 1-5 - [i6]Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks. CoRR abs/1902.02528 (2019) - [i5]Tifenn Hirtzlin, Marc Bocquet, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. CoRR abs/1904.03652 (2019) - [i4]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:
Microwave neural processing and broadcasting with spintronic nano-oscillators. CoRR abs/1904.11240 (2019) - [i3]Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz:
Stochastic Computing for Hardware Implementation of Binarized Neural Networks. CoRR abs/1906.00915 (2019) - [i2]Tifenn Hirtzlin, Marc Bocquet, Bogdan Penkovsky, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz:
Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays. CoRR abs/1908.04066 (2019) - [i1]Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz:
Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. CoRR abs/1908.04085 (2019) - 2018
- [j1]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:
Vowel recognition with four coupled spin-torque nano-oscillators. Nat. 563(7730): 230-234 (2018) - [c2]Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi, Tifenn Hirtzlin, Joseph S. Friedman, Julie Grollier, Damien Querlioz:
Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions. ISCAS 2018: 1-4 - 2017
- [c1]Diego Pérez-Galacho, Charles Baudot, Tifenn Hirtzlin, Nathalie Vulliet, Sonia Messaoudene, Paul Crozat, Frédéric Boeuf, Laurent Vivien, Delphine Marris-Morini:
25 Gbit/s O-Band push-pull Mach-Zehnder silicon modulator for datacom applications. ICTON 2017: 1-4
Coauthor Index
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