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Nathan Leroux
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2020 – today
- 2023
- [c1]Nathan Leroux, Jan Finkbeiner, Emre Neftci:
Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control. BioCAS 2023: 1-6 - [i4]Nathan Leroux, Jan Finkbeiner, Emre Neftci:
Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control. CoRR abs/2303.11860 (2023) - 2022
- [b1]Nathan Leroux:
Artificial neural networks with radio-frequency spintronic nano-devices. (Réseaux de neurones artificiels avec des nano-dispositifs spintroniques RF). University of Paris-Saclay, France, 2022 - [j2]Nathan Leroux
, Arnaud De Riz, Dédalo Sanz-Hernández
, Danijela Markovic
, Alice Mizrahi
, Julie Grollier
:
Convolutional neural networks with radio-frequency spintronic nano-devices. Neuromorph. Comput. Eng. 2(3): 34002 (2022) - [i3]Nathan Leroux, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Alejandro Schulman, Luana Benetti, Alex Jenkins
, Ricardo Ferreira, Julie Grollier, Alice Mizrahi:
RF signal classification in hardware with an RF spintronic neural network. CoRR abs/2211.01131 (2022) - [i2]Andrew Ross, Nathan Leroux, Arnaud De Riz, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Damien Querlioz, Leandro Martins
, Luana Benetti, Marcel S. Claro, Pedro Anacleto, Alejandro Schulman, Thierry Taris, Jean-Baptiste Bégueret, Sylvain Saïghi, Alex S. Jenkins
, Ricardo Ferreira, Adrien F. Vincent, Alice Mizrahi, Julie Grollier:
Multilayer spintronic neural networks with radio-frequency connections. CoRR abs/2211.03659 (2022) - 2021
- [j1]Nathan Leroux
, Alice Mizrahi
, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Leandro Martins
, Alex Jenkins
, Ricardo Ferreira, Julie Grollier:
Hardware realization of the multiply and accumulate operation on radio-frequency signals with magnetic tunnel junctions. Neuromorph. Comput. Eng. 1(1): 11001 (2021) - [p1]Mathieu Riou, Jacob Torrejon, Flavio Abreu Araujo
, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Nathan Leroux
, Danijela Markovic, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa
, Mark D. Stiles
, Julie Grollier:
Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators. Reservoir Computing 2021: 307-329 - [i1]Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier:
Convolutional Neural Networks with Radio-Frequency Spintronic Nano-Devices. CoRR abs/2111.04961 (2021)
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