Nathan Trouvain

Doctorant

Documents

Affiliations actuelles

Centre Inria de l'Université de Bordeaux
Laboratoire Bordelais de Recherche en Informatique (LaBRI)
Institut des Maladies Neurodégénératives [Bordeaux] (IMN)

Identifiants chercheurs

Contact

Domaines de recherche

Sciences cognitives Informatique Linguistique Neurosciences

Publications

ReservoirPy Sprint: Amélioration de ReservoirPy, un outil simple de Reservoir Computing

Nathan Trouvain , Deepayan Das , Xavier Hinaut

PyConFR 2023, Feb 2023, Bordeaux, France

Communication dans un congrès hal-04401731v1

MEG Encoding using Word Context Semantics in Listening Stories

Subba Reddy Oota , Nathan Trouvain , Frederic Alexandre , Xavier Hinaut

INTERSPEECH 2023 - 24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland

Communication dans un congrès hal-04148324v1

Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy

Nathan Trouvain , Nicolas P. Rougier , Xavier Hinaut

SAB 2022 - FROM ANIMALS TO ANIMATS 16: The 16th International Conference on the Simulation of Adaptive Behavior, Sep 2022, Cergy-Pontoise / Hybrid, France

Communication dans un congrès hal-03761440v1

Reservoir Computing : traitement efficace de séries temporelles avec ReservoirPy

Nathan Trouvain , Xavier Hinaut

Dataquitaine 2022 - 5ème journée IA, Recherche Opérationnelle & Data Science, Feb 2022, Bordeaux, France

Communication dans un congrès hal-03945994v1

Reservoir Computing : théorie, intuitions et applications avec ReservoirPy

Nathan Trouvain , Xavier Hinaut

Plate-Forme Intelligence Artificielle (PFIA), Jun 2021, Bordeaux, France

Communication dans un congrès hal-03533731v1

ReservoirPy: an Efficient and User-Friendly Library to Design Echo State Networks

Nathan Trouvain , Luca Pedrelli , Thanh Trung Dinh , Xavier Hinaut

ICANN 2020 - 29th International Conference on Artificial Neural Networks, Sep 2020, Bratislava, Slovakia

Communication dans un congrès hal-02595026v2

MEG Encoding using Neural Language & Speech Models and Shared Context Semantics in Listening Stories

Subba Reddy Oota , Nathan Trouvain , Gaël Jobard , Frédéric Alexandre , Xavier Hinaut

SNL 2023 - Society for the Neurobiology of Language, Oct 2023, Marseille, France.

Poster de conférence hal-04401769v1

Past Word Context Enables Better MEG Encoding Predictions than Current Word in Listening Stories

Subba Reddy Oota , Nathan Trouvain , Frédéric Alexandre , Xavier Hinaut

NeuroFrance 2023, May 2023, Lyon, France.

Poster de conférence hal-04154794v1

ReservoirPy: Efficient Training of Recurrent Neural Networks for Timeseries Processing

Xavier Hinaut , Nathan Trouvain

EuroSciPy 2022 - 14th European Conference on Python in Science, Aug 2022, Basel, Switzerland

Poster de conférence hal-03780006v1

Recurrent neural network models reveal unified mechanisms generating event-related potentials from MMN to P300

Anthony Strock , Trang-Anh E Nghiem , Nathan Trouvain , Percy K Mistry , Xavier Hinaut et al.

2025

Pré-publication, Document de travail hal-05393834v1

reservoirpy: A Simple and Flexible Reservoir Computing Tool in Python

Nathan Trouvain , Xavier Hinaut

2022

Pré-publication, Document de travail hal-03699931v1

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