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  • ๐Ÿ‘‹ Hi, Iโ€™m Xavier Hinaut @neuronalX

  • ๐Ÿ‘€ Iโ€™m interested in Reservoir Computing, Computational Neuroscience, Songbird, Language Acquisition & Processing, RNNs, Cognitive Robotics, ...

  • ๐Ÿ’ž๏ธ Iโ€™m looking to collaborate on Reservoir Computing, Songbird, Language, brain encoding, enaction

  • ๐Ÿ“ซ How to reach me firstname dot lastname at inria dot fr

  • Interships are available: https://github.com/neuronalX/internships

  • PhDs and Postodc positions are available: https://github.com/neuronalX/phd-and-postdoc-positions

Xavier Hinaut's Projects

avgn icon avgn

A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.

birdsongbout icon birdsongbout

Routines for data handling in a bout annotation project

ccg2lambda icon ccg2lambda

Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.

covid19-rnn-prediction icon covid19-rnn-prediction

Prediction on COVID-19 variables (nr of cases, new cases, cured, ...) with Recurrent Neural Networks (RNNs)

csl-bgm icon csl-bgm

Cross-Situational Learning with Bayesian Generative Models for Multimodal Category and Word Learning in Robots

echorob icon echorob

Recurrent Neural Network for Syntax Learning with Flexible Representations for Robotic Architectures

echozic icon echozic

EchoZic : projet de sonification de Reservoirs - Hackathon Hack1robo ร  Cap Sciences les 9-11 Fรฉvrier 2024

er-mrl icon er-mrl

Code for the paper "Evolving Reservoirs for Meta Reinforcement Learning"

esn-lm icon esn-lm

Training neural language models based on Echo State Networks with different readout functions.

hebbianmetalearning icon hebbianmetalearning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

hinaut2018_icdl-epirob icon hinaut2018_icdl-epirob

Supplementary material of (Hinaut, 2018) to be published in Proceedings of ICDL-epirob, September 2018, Tokyo, Japan

homepage icon homepage

Homepage at http://www.labri.fr/perso/nrougier/

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