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Nathan Trouvain

ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks
2020 · Nathan Trouvain, Luca Pedrelli, et al. · Lecture notes in computer science · 76
Which Hype for My New Task? Hints and Random Search for Echo State Networks Hyperparameters
2021 · Xavier Hinaut, Nathan Trouvain · Lecture notes in computer science · 12
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs
2021 · Nathan Trouvain, Xavier Hinaut · Lecture notes in computer science · 4
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reservoirpy: A Simple and Flexible Reservoir Computing Tool in Python
2022 · Trouvain, Nathan, Hinaut, Xavier · HAL (Le Centre pour la Communication Scientifique Directe) · 2
MEG Encoding using Word Context Semantics in Listening Stories
2023 · Subba Reddy Oota, Nathan Trouvain, et al. · Interspeech (USB) · 1
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Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy
2022 · Nathan Trouvain, Nicolas Rougier, et al. · Lecture notes in computer science · 1
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What does the Canary Say? Low-Dimensional GAN Applied to Birdsong
2021 · Pagliarini, Silvia, Trouvain, Nathan, et al. · HAL Portal Artxiker (Hindustan Aeronautics Limited (India)) · 1
Short-term synaptic depression in multiregional recurrent neural networks accounts for both MMN and P300-like responses and their attentional amplification
2025 · Anthony Strock, Trang-Anh E. Nghiem, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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reservoirnet: Reservoir Computing and Echo State Networks
2023 · Thomas Ferte, Kalidou Ba, et al.
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ReservoirPy Sprint: Amélioration de ReservoirPy, un outil simple de Reservoir Computing
2023 · Trouvain, Nathan, Das, Deepayan, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
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ReservoirPy: Efficient Training of Recurrent Neural Networks for Timeseries Processing
2022 · Hinaut, Xavier, Trouvain, Nathan · HAL (Le Centre pour la Communication Scientifique Directe)
Reservoir Computing : traitement efficace de séries temporelles avec ReservoirPy
2022 · Trouvain, Nathan, Hinaut, Xavier · HAL (Le Centre pour la Communication Scientifique Directe)
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Reservoir Computing : théorie, intuitions et applications avec ReservoirPy
2021 · Trouvain, Nathan, Hinaut, Xavier · HAL (Le Centre pour la Communication Scientifique Directe)
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Labeled songs of domestic canary M1-2016-spring (Serinus canaria)
2021 · Giraudon, Juliette, Trouvain, Nathan, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
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Which Hype for my New Task? Hints and Random Search for Reservoir Computing Hyperparameters
2021 · Hinaut, Xavier, Trouvain, Nathan · HAL (Le Centre pour la Communication Scientifique Directe)
Works count: 15
Citation count: 97
H-index: 3
I10-index: 2
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