Nathan Trouvain

Which Hype for My New Task? Hints and Random Search for Echo State Networks Hyperparameters

Xavier Hinaut, Nathan Trouvain, Xavier Hinaut, 2021, ICANN.

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

Thanh Trung Dinh, Xavier Hinaut, Luca Pedrelli, 2020, ICANN.

Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs

Xavier Hinaut, Nathan Trouvain, Xavier Hinaut, 2021, ICANN.

Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy

N. Rougier, Xavier Hinaut, Nathan Trouvain, 2022, SAB.