Mathieu Riou

According to our database, Mathieu Riou authored at least 8 papers between 2017 and 2024.

Collaborative distances:

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

2024

Towards Contrail Mitigation through Robust and Frugal AI-Driven Data Exploitation.

Davide Di Giusto, Grégoire Boussu, Simon Alix, Céline Reverdy, Mathieu Riou, Teodora Petrisor

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

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

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations.

Xing Chen, Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Dafine Ravelosona, Wang Kang, Weisheng Zhao, Julie Grollier, Damien Querlioz

CoRR, 2021

Toward Geometrical Robustness with Hybrid Deep Learning and Differential Invariants Theory.

Pierre-Yves Lagrave, Mathieu Riou

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2019

Brain-inspired computing leveraging the transient non-linear dynamics of magnetic nano-oscillators. (Calcul bio-inspiré utilisant la dynamique non-linéaire transitoire d'oscillateurs magnétiques nanométriques).

Mathieu Riou

PhD thesis, 2019

Role of non-linear data processing on speech recognition task in the framework of reservoir computing.

Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Sumito Tsunegi, Damien Querlioz, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier

CoRR, 2019

Neuromorphic Computing through Time-Multiplexing with a Spin-Torque Nano-Oscillator.

Mathieu Riou, Flavio Abreu Araujo, Jacob Torrejon, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier

CoRR, 2019

2017

Neuromorphic computing with nanoscale spintronic oscillators.

Jacob Torrejon, Mathieu Riou, Flavio Abreu Araujo, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier

CoRR, 2017