- titre
- Sustainable Deep Learning for Time-series: Reservoir Computing
- auteur
- Andrea Ceni, Claudio Gallicchio, Xavier Hinaut, Gianluca Milano, Abigail Morrison
- article
- ECML-PKDD 2023 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turino, Italy
- titre
- ReservoirPy Sprint: Amélioration de ReservoirPy, un outil simple de Reservoir Computing
- auteur
- Nathan Trouvain, Deepayan Das, Xavier Hinaut
- article
- PyConFR 2023, Feb 2023, Bordeaux, France
- titre
- Hack1robo 2023 : Hackathon sur l'Intelligence Artificielle, la Robotique et les Sciences Cognitives
- auteur
- Xavier Hinaut, Clément Moulin-Frier, David Trocellier, Olivier Ly
- article
- Inria & Labri, Université de Bordeaux. 2023
- titre
- Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs
- auteur
- Nathan Trouvain, Xavier Hinaut
- article
- ICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava, Slovakia. pp.71--82, ⟨10.1007/978-3-030-86383-8_6⟩
- titre
- Which Hype for my New Task? Hints and Random Search for Reservoir Computing Hyperparameters
- auteur
- Xavier Hinaut, Nathan Trouvain
- article
- ICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava, Slovakia
- titre
- Canary Vocal Sensorimotor Model with RNN Decoder and Low-dimensional GAN Generator
- auteur
- Silvia Pagliarini, Arthur Leblois, Xavier Hinaut
- article
- ICDL 2021- IEEE International Conference on Development and Learning, Aug 2021, Beijing, China
- titre
- Reservoir Computing : théorie, intuitions et applications avec ReservoirPy
- auteur
- Nathan Trouvain, Xavier Hinaut
- article
- Plate-Forme Intelligence Artificielle (PFIA), Jun 2021, Bordeaux, France
- titre
- What does the Canary Say? Low-Dimensional GAN Applied to Birdsong
- auteur
- Silvia Pagliarini, Nathan Trouvain, Arthur Leblois, Xavier Hinaut
- article
- 2021
- titre
- ReservoirPy: an Efficient and User-Friendly Library to Design Echo State Networks
- auteur
- Nathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut
- article
- ICANN 2020 - 29th International Conference on Artificial Neural Networks, Sep 2020, Bratislava, Slovakia