Nathan Trouvain
- Centre Inria de l'Université de Bordeaux
- Laboratoire Bordelais de Recherche en Informatique (LaBRI)
- Institut des Maladies Neurodégénératives [Bordeaux] (IMN)
Domaines de recherche
Publications
Publications
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ReservoirPy Sprint: Amélioration de ReservoirPy, un outil simple de Reservoir ComputingPyConFR 2023, Feb 2023, Bordeaux, France |
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MEG Encoding using Word Context Semantics in Listening StoriesINTERSPEECH 2023 - 24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland |
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Reservoir Computing : traitement efficace de séries temporelles avec ReservoirPyDataquitaine 2022 - 5ème journée IA, Recherche Opérationnelle & Data Science, Feb 2022, Bordeaux, France |
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Create Efficient and Complex Reservoir Computing Architectures with ReservoirPySAB 2022 - FROM ANIMALS TO ANIMATS 16: The 16th International Conference on the Simulation of Adaptive Behavior, Sep 2022, Cergy-Pontoise / Hybrid, France |
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Reservoir Computing : théorie, intuitions et applications avec ReservoirPyPlate-Forme Intelligence Artificielle (PFIA), Jun 2021, Bordeaux, France |
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ReservoirPy: an Efficient and User-Friendly Library to Design Echo State NetworksICANN 2020 - 29th International Conference on Artificial Neural Networks, Sep 2020, Bratislava, Slovakia |
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MEG Encoding using Neural Language & Speech Models and Shared Context Semantics in Listening StoriesSNL 2023 - Society for the Neurobiology of Language, Oct 2023, Marseille, France. |
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Past Word Context Enables Better MEG Encoding Predictions than Current Word in Listening StoriesNeuroFrance 2023, May 2023, Lyon, France. |
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ReservoirPy: Efficient Training of Recurrent Neural Networks for Timeseries ProcessingEuroSciPy 2022 - 14th European Conference on Python in Science, Aug 2022, Basel, Switzerland |
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Recurrent neural network models reveal unified mechanisms generating event-related potentials from MMN to P3002025 |
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reservoirpy: A Simple and Flexible Reservoir Computing Tool in Python2022 |