Nathan Leroux - RankMe

14 papers C 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Analog in-memory computing attention mechanism for fast and energy-efficient large language models. Nat. Comput. Sci. Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2025	C	`conf`	Gain Cell-based Analog Content Addressable Memory for Dynamic Associative Tasks in AI. ISCAS Paul-Philipp Manea, Nathan Leroux, Emre Neftci, John Paul Strachan
2025	J	`jnl`	Neuromorphic principles in self-attention hardware for efficient transformers. Nat. Comput. Sci. Nathan Leroux, Jan Finkbeiner, Emre Neftci
2024	J	`jnl`	Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models. CoRR Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci
2024	J	`jnl`	Gain Cell-Based Analog Content Addressable Memory for Dynamic Associative tasks in AI. CoRR Paul-Philipp Manea, Nathan Leroux, Emre Neftci, John Paul Strachan
2023	—	`conf`	Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control. BioCAS Nathan Leroux, Jan Finkbeiner, Emre Neftci
2023	J	`jnl`	Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control. CoRR Nathan Leroux, Jan Finkbeiner, Emre Neftci
2022	—	`—`	Artificial neural networks with radio-frequency spintronic nano-devices. (Réseaux de neurones artificiels avec des nano-dispositifs spintroniques RF). Nathan Leroux
2022	J	`jnl`	Convolutional neural networks with radio-frequency spintronic nano-devices. Neuromorph. Comput. Eng. Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier
2022	J	`jnl`	Multilayer spintronic neural networks with radio-frequency connections. CoRR 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
2022	J	`jnl`	RF signal classification in hardware with an RF spintronic neural network. CoRR Nathan Leroux, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Alejandro Schulman, Luana Benetti, Alex Jenkins, Ricardo Ferreira, Julie Grollier, Alice Mizrahi
2021	J	`jnl`	Convolutional Neural Networks with Radio-Frequency Spintronic Nano-Devices. CoRR Nathan Leroux, Arnaud De Riz, Dédalo Sanz-Hernández, Danijela Markovic, Alice Mizrahi, Julie Grollier
2021	J	`jnl`	Hardware realization of the multiply and accumulate operation on radio-frequency signals with magnetic tunnel junctions. Neuromorph. Comput. Eng. Nathan Leroux, Alice Mizrahi, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Leandro Martins, Alex Jenkins, Ricardo Ferreira, Julie Grollier
2021	—	`ch.`	Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators. Reservoir Computing 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