Xavier Hinaut

发表

Corticostriatal response selection in sentence production: Insights from neural network simulation with reservoir computing

Peter Ford Dominey, Xavier Hinaut, F. Lance, 2015, Brain and Language.

Towards Biological Plausibility of Vocal Learning Models: a Short Review

A. Leblois, Xavier Hinaut, Silvia Pagliarini, 2018 .

A three-layered cortical network encodes identity and abstract categorical structure of behavioral sequences as in the primate lateral prefrontal cortex

Peter Ford Dominey, Xavier Hinaut, 2010 .

Vocal Imitation in Sensorimotor Learning Models: A Comparative Review

Silvia Pagliarini, Arthur Leblois, Xavier Hinaut, 2021, IEEE Transactions on Cognitive and Developmental Systems.

On-Line Processing of Grammatical Structure Using Reservoir Computing

Peter Ford Dominey, Xavier Hinaut, Xavier Hinaut, 2012, ICANN.

A three-layered model of primate prefrontal cortex encodes identity and abstract categorical structure of behavioral sequences

Peter Ford Dominey, Xavier Hinaut, Xavier Hinaut, 2011, Journal of Physiology-Paris.

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

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

Sustainable computational science: the ReScience initiative pdf

Cyrille Rossant, Xavier Hinaut, Thomas Arildsen, 2017, PeerJ Comput. Sci..

Teach Your Robot Your Language! Trainable Neural Parser for Modeling Human Sentence Processing: Examples for 15 Languages

Xavier Hinaut, Johannes Twiefel, Xavier Hinaut, 2020, IEEE Transactions on Cognitive and Developmental Systems.

An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks

Xavier Hinaut, Stefan Wermter, S. Wermter, 2014, ICANN.

Exploring the acquisition and production of grammatical constructions through human-robot interaction with echo state networks

Peter Ford Dominey, Xavier Hinaut, Maxime Petit, 2014, Front. Neurorobot..

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.

Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing

Peter Ford Dominey, Xavier Hinaut, Xavier Hinaut, 2013, PloS one.

Activity recognition with echo state networks using 3D body joints and objects category

Xavier Hinaut, Stefan Wermter, Luiza Mici, 2016, ESANN.

Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech

Xavier Hinaut, Luca Pedrelli, Xavier Hinaut, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy

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

Editorial: Language and Robotics

Xavier Hinaut, Takayuki Nagai, Daichi Mochihashi, 2021, Frontiers in Robotics and AI.

Learning to Parse Grounded Language using Reservoir Computing

Xavier Hinaut, Michael Spranger, Xavier Hinaut, 2019, 2019 Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob).

Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)

R. Bapi, G. Jobard, Xavier Hinaut, 2023, ArXiv.

Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling

Xavier Hinaut, Alexis Juven, Xavier Hinaut, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech

Xavier Hinaut, Luca Pedrelli, Xavier Hinaut, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

A Robust Model of Gated Working Memory

Xavier Hinaut, Nicolas P. Rougier, Anthony Strock, 2019, bioRxiv.

Recurrent neural network weight estimation through backward tuning

Xavier Hinaut, Frédéric Alexandre, Thierry Viéville, 2017 .

Semantic Role Labelling for Robot Instructions using Echo State Networks

Xavier Hinaut, Stefan Wermter, Johannes Twiefel, 2016, ESANN.

A Recurrent Neural Network for Multiple Language Acquisition: Starting with English and French

Peter Ford Dominey, Xavier Hinaut, Stefan Wermter, 2015, CoCo@NIPS.

Which Input Abstraction is Better for a Robot Syntax Acquisition Model? Phonemes, Words or Grammatical Constructions?

Xavier Hinaut, Xavier Hinaut, 2018, 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob).