Παρακολούθηση
Nathan Leroux
Nathan Leroux
Postdoctoral researcher, Forschungzsentrum Jülich, Neuromorphic Software Eco Systems (PGI-15)
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα fz-juelich.de
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Παρατίθεται από
Παρατίθεται από
Έτος
Reservoir computing with the frequency, phase, and amplitude of spin-torque nano-oscillators
D Marković, N Leroux, M Riou, F Abreu Araujo, J Torrejon, D Querlioz, ...
Applied Physics Letters 114 (1), 012409, 2019
1242019
Multilayer spintronic neural networks with radiofrequency connections
A Ross, N Leroux, A De Riz, D Marković, D Sanz-Hernández, J Trastoy, ...
Nature Nanotechnology 18 (11), 1273-1280, 2023
532023
Radio-Frequency Multiply-And-Accumulate Operations with Spintronic Synapses
N Leroux, D Marković, E Martin, T Petrisor, D Querlioz, A Mizrahi, ...
Physical Review Applied 15 (3), 034067, 2021
422021
Hardware realization of the multiply and accumulate operation on radio-frequency signals with magnetic tunnel junctions
N Leroux, A Mizrahi, D Marković, D Sanz-Hernández, J Trastoy, ...
Neuromorphic Computing and Engineering 1 (1), 011001, 2021
352021
Detection of the Microwave Emission from a Spin-Torque Oscillator by a Spin Diode
D Marković, N Leroux, A Mizrahi, J Trastoy, V Cros, P Bortolotti, L Martins, ...
Physical Review Applied 13 (4), 044050, 2020
302020
Tuning the performance of a micrometer-sized Stirling engine through reservoir engineering
N Roy, N Leroux, AK Sood, R Ganapathy
Nature communications 12 (1), 4927, 2021
242021
Convolutional neural networks with radio-frequency spintronic nano-devices
N Leroux, A De Riz, D Sanz-Hernández, D Marković, A Mizrahi, J Grollier
Neuromorphic Computing and Engineering 2 (3), 034002, 2022
212022
Online transformers with spiking neurons for fast prosthetic hand control
N Leroux, J Finkbeiner, E Neftci
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-6, 2023
92023
Reservoir computing leveraging the transient non-linear dynamics of spin-torque nano-oscillators
M Riou, J Torrejon, F Abreu Araujo, S Tsunegi, G Khalsa, D Querlioz, ...
Reservoir Computing: Theory, Physical Implementations, and Applications, 307-329, 2021
92021
Classification of multi-frequency RF signals by extreme learning, using magnetic tunnel junctions as neurons and synapses
N Leroux, D Marković, D Sanz-Hernández, J Trastoy, P Bortolotti, ...
APL Machine Learning 1 (3), 2023
7*2023
Training-to-Learn with Memristive Devices
Z Yu, N Leroux, E Neftci
2022 International Electron Devices Meeting (IEDM), 21.1. 1-21.1. 4, 2022
42022
Artificial neural networks with radio-frequency spintronic nano-devices
N Leroux
université Paris-Saclay, 2022
22022
Artificial intelligence with radio-frequency spintronic devices
N Leroux, D Markovic, D Sanz-Hernandez, E Martin, T Petrisor, ...
Emerging Topics in Artificial Intelligence (ETAI) 2021 11804, 1180404, 2021
12021
Gain Cell-Based Analog Content Addressable Memory for Dynamic Associative tasks in AI
PP Manea, N Leroux, E Neftci, JP Strachan
arXiv preprint arXiv:2410.09755, 2024
2024
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
N Leroux, PP Manea, C Sudarshan, J Finkbeiner, S Siegel, JP Strachan, ...
arXiv preprint arXiv:2409.19315, 2024
2024
Radio-Frequency Spintronic Neural Networks
A Ross, N Leroux, A de Riz, D Marković, D Sanz-Hernández, J Trastoy, ...
2023 IEEE International Magnetic Conference-Short Papers (INTERMAG Short …, 2023
2023
Réseaux de neurones artificiels avec des nano-dispositifs spintroniques RF
N Leroux
2022
Spiking Online Transformer with for Fast Prosthetic Hand Control
N Leroux, J Finkbeiner, E Neftci
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