Xavier Hinaut

Researcher, INRIA

Joined

July 2019

Names

Xavier Hinaut

Emails

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Researcher

INRIA (inria.fr)

2016 – Present

Advisors, Relations & Conflicts

PhD Advisor

Peter F. Dominey

2009 – 2013

Expertise

computational neuroscience

Present

prefrontal cortex

Present

biologically plausible model

Present

sensorimotor learning

Present

songbird

Present

natural language processing

Present

recurrent neural networks

Present

reservoir computing

Present

Publications

Software Engineering Agents for Embodied Controller Generation : A Study in Minigrid Environments
Timothé Boulet, Xavier Hinaut, Clément Moulin-Frier
- NeurIPS 2025 ER Workshop
- Readers: Everyone
Echo State Transformer: Attention over Finite Memories
Yannis Bendi-Ouis, Xavier Hinaut
- Submitted to ICLR 2026
- Readers: Everyone
Reservoir Computing in R: a Tutorial for Using reservoirnet to Predict Complex Time-Series
Thomas Ferté, Kalidou Ba, Dutartre Dan, Legrand, Vianney jouhet, Rodolphe Thiebaut, Xavier Hinaut, Boris P Hejblum
- Accepted by Computo
- Readers: Everyone
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)
SUBBA REDDY OOTA, Zijiao Chen, Manish Gupta, Bapi Raju Surampudi, Gael Jobard, Frederic Alexandre, Xavier Hinaut
- Accepted by TMLR
- Readers: Everyone
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast
Thomas Ferté, Dan Dutartre, Boris P Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Pierrick Legrand, Xavier Hinaut
- ICML 2024 Poster
- Readers: Everyone
Editorial: Language and Robotics
Tadahiro Taniguchi, Takato Horii, Xavier Hinaut, Michael Spranger, Daichi Mochihashi, Takayuki Nagai
- 2021 (modified: 01 May 2026)
- Frontiers Robotics AI 2021
- Readers: Everyone
Vocal Imitation in Sensorimotor Learning Models: A Comparative Review
Silvia Pagliarini, Arthur Leblois, Xavier Hinaut
- 2021 (modified: 22 Feb 2022)
- IEEE Trans. Cogn. Dev. Syst. 2021
- Readers: Everyone
Higher Cognitive Functions in Bio-Inspired Artificial Intelligence
Frédéric Alexandre, Xavier Hinaut, Nicolas P. Rougier, Thierry Viéville
- 2021 (modified: 22 Feb 2022)
- ERCIM News 2021
- Readers: Everyone
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs
Nathan Trouvain, Xavier Hinaut
- 2021 (modified: 22 Feb 2022)
- ICANN (5) 2021
- Readers: Everyone
Canary Vocal Sensorimotor Model with RNN Decoder and Low-dimensional GAN Generator
Silvia Pagliarini, Arthur Leblois, Xavier Hinaut
- 2021 (modified: 22 Feb 2022)
- ICDL 2021
- Readers: Everyone

View all 36 publications

Co-Authors

View all 52 co-authors