Articles
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Subba Reddy Oota,
Nathan Trouvain,
Frederic Alexandre,
Xavier Hinaut.
2023.
MEG Encoding Using Word Context Semantics in Listening Stories. INTERSPEECH 2023. Dublin, Ireland. DOI PDF |
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Nathan Trouvain,
Nicolas Rougier,
Xavier Hinaut.
2022.
Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy. SAB 2022. Cergy-Pontoise / Hybrid, France. DOI PDF |
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Xavier Hinaut,
Nathan Trouvain.
2021.
Which Hype for My New Task? Hints and Random Search for Echo State Networks Hyperparameters. ICANN 2021. Bratislava, Slovakia. DOI PDF |
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Silvia Pagliarini,
Nathan Trouvain,
Arthur Leblois,
Xavier Hinaut.
2021.
What Does the Canary Say? Low-dimensional GAN Applied to Birdsong. preprint PDF CODE |
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Nathan Trouvain,
Xavier Hinaut.
2021.
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs. ICANN 2021. Bratislava, Slovakia. DOI PDF CODE |
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Nathan Trouvain,
Luca Pedrelli,
Thanh Trung Dinh,
Xavier Hinaut.
2020.
ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks. ICANN 2020. Bratislava, Slovakia. DOI PDF CODE |
Posters
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Subba Reddy Oota,
Nathan Trouvain,
Frédéric Alexandre,
Xavier Hinaut.
2023.
Past Word Context Enables Better MEG Encoding Predictions than Current Word in Listening Stories. NeuroFrance 2023. Lyon, France. |
Presentations and events
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Nathan Trouvain,
Xavier Hinaut.
2022.
Reservoir Computing : de la théorie à la pratique avec ReservoirPy. AI-DevTalks. Sorbonne Center for Articifial Intelligence (SCAI), Paris, France. VIDEO SLIDES |
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Nathan Trouvain,
Xavier Hinaut.
2022.
Reservoir Computing : traitement efficace de séries temporelles avec ReservoirPy. Dataquitaine 2022. Bordeaux, France. VIDEO |
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Nathan Trouvain,
Deepayan Das,
Xavier Hinaut.
2023.
ReservoirPy sprint: Amélioration de ReservoirPy, un outil simple de reservoir computing. PyConFR 2023. Bordeaux, France. EVENT |