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 003; Julie Grollier (Neuromorph. Comput. Eng., 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; et al. (Reservoir Computing, 2021)

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 003; Julie Grollier; Alice Mizrahi (CoRR, 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; et al. (CoRR, 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)

Artificial neural networks with radio-frequency spintronic nano-devices. (Réseaux de neurones artificiels avec des nano-dispositifs spintroniques RF). - Nathan Leroux (2022)

Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control. - Nathan Leroux; Jan Finkbeiner; Emre Neftci (BioCAS, 2023)

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 (CoRR, 2024)

Gain Cell-based Analog Content Addressable Memory for Dynamic Associative Tasks in AI. - Paul-Philipp Manea; Nathan Leroux; Emre Neftci; John Paul Strachan (ISCAS, 2025)