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- > Home > Persons > Elisa Vianello
Publications
- 2023
[c52]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- [c46]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]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) - 2022
- [j12]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) - [j11]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) - [c44]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 - [c43]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 - [c42]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 - [i17]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) - [i16]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
- [j7]Thomas Dalgaty, Eduardo Esmanhotto, Niccolo Castellani, Damien Querlioz, Elisa Vianello:
Ex Situ Transfer of Bayesian Neural Networks to Resistive Memory-Based Inference Hardware. Adv. Intell. Syst. 3(8): 2000103 (2021) - [c38]Laurent Grenouillet, Niccolo Castellani, Alain Persico, Valentina Meli, S. Martin, Olivier Billoint, R. Segaud, Stefania Bernasconi, C. Pellissier, Carine Jahan, Christelle Charpin-Nicolle, P. Dezest, Catherine Carabasse, Paul Besombes, S. Ricavy, N. P. Tran, A. Magalhaes-Lucas, A. Roman, C. Boixaderas, Thomas Magis, Messaoud Bedjaoui, M. Tessaire, A. Seignard, F. Mazen, S. Landis, Elisa Vianello, Gabriel Molas, Fred Gaillard, Julien Arcamone, E. Nowak:
16kbit 1T1R OxRAM arrays embedded in 28nm FDSOI technology demonstrating low BER, high endurance, and compatibility with core logic transistors. IMW 2021: 1-4 - 2020
- [i9]Thomas Dalgaty, Niccolo Castellani, Damien Querlioz, Elisa Vianello:
In-situ learning harnessing intrinsic resistive memory variability through Markov Chain Monte Carlo Sampling. CoRR abs/2001.11426 (2020) - 2018
- [c23]Elisa Vianello, Denys R. B. Ly, Selina La Barbera, Thomas Dalgaty, Niccolo Castellani, Gabriele Navarro, Guillaume Bourgeois, Alexandre Valentian, Etienne Nowak, Damien Querlioz:
Metal Oxide Resistive Memory (OxRAM) and Phase Change Memory (PCM) as Artificial Synapses in Spiking Neural Networks. ICECS 2018: 561-564
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