Nathan Leroux

According to our database, Nathan Leroux authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Analog in-memory computing attention mechanism for fast and energy-efficient large language models.

Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci

Nat. Comput. Sci., September, 2025

Neuromorphic principles in self-attention hardware for efficient transformers.

Nathan Leroux, Jan Finkbeiner, Emre Neftci

Nat. Comput. Sci., September, 2025

Gain Cell-based Analog Content Addressable Memory for Dynamic Associative Tasks in AI.

Paul-Philipp Manea, Nathan Leroux, Emre Neftci, John Paul Strachan

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

2023

Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control.

Nathan Leroux, Jan Finkbeiner, Emre Neftci

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

Artificial neural networks with radio-frequency spintronic nano-devices. (Réseaux de neurones artificiels avec des nano-dispositifs spintroniques RF).

Nathan Leroux

PhD thesis, 2022

Convolutional neural networks with radio-frequency spintronic nano-devices.

Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier

Neuromorph. Comput. Eng., 2022

Multilayer spintronic neural networks with radio-frequency connections.

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

CoRR, 2022

RF signal classification in hardware with an RF spintronic neural network.

Nathan Leroux, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Alejandro Schulman, Luana Benetti, Alex Jenkins, Ricardo Ferreira, Julie Grollier, Alice Mizrahi

CoRR, 2022

2021

Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators.

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

Proceedings of the Reservoir Computing, 2021

Hardware realization of the multiply and accumulate operation on radio-frequency signals with magnetic tunnel junctions.

Nathan Leroux, Alice Mizrahi, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Leandro Martins, Alex Jenkins, Ricardo Ferreira, Julie Grollier

Neuromorph. Comput. Eng., 2021