- 31
- 12
- 10
- 7
- 4
- 4
- 2
- 2
- 1
- 1
- 1
- 1
- 1
Xavier Hinaut
77
Documents
Identifiants chercheurs
xavier-hinaut-
0000-0002-1924-1184
- Google Scholar : https://scholar.google.com/citations?user=pNW4eZAAAAAJ&hl=fr&oi=ao
- IdRef : 22823218X
Présentation
Publications
- 14
- 10
- 9
- 7
- 7
- 7
- 6
- 4
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 3
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 14
- 10
- 9
- 9
- 9
- 9
- 8
- 8
- 8
- 6
- 3
- 3
- 3
- 3
- 3
- 2
- 2
- 2
- 2
- 2
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 66
- 9
- 7
- 3
- 2
- 1
- 1
- 2
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 1
- 8
- 11
- 10
- 8
- 7
- 8
- 7
- 7
- 3
- 2
- 2
- 2
- 1
- 1
- 8
- 2
- 6
- 4
- 3
- 1
|
|
MEG Encoding using Word Context Semantics in Listening StoriesINTERSPEECH 2023 - 24th INTERSPEECH Conference, INTERSPEECH, Aug 2023, Dublin, Ireland
Communication dans un congrès
hal-04148324v1
|
|
|
Sample my Canary2023 Drôles d'Objets - Un nouvel art de faire, https://drolesdobjets23.sciencesconf.org/, May 2023, Nancy, France
Communication dans un congrès
hal-04154799v1
|
|
|
ReservoirPy Sprint: Amélioration de ReservoirPy, un outil simple de Reservoir ComputingPyConFR 2023, Feb 2023, Bordeaux, France
Communication dans un congrès
hal-04401731v1
|
|
|
Sustainable Deep Learning for Time-series: Reservoir ComputingECML-PKDD 2023 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turino, Italy
Communication dans un congrès
hal-04404054v1
|
|
|
Create Efficient and Complex Reservoir Computing Architectures with ReservoirPySAB 2022 - FROM ANIMALS TO ANIMATS 16: The 16th International Conference on the Simulation of Adaptive Behavior, Sep 2022, Cergy-Pontoise / Hybrid, France
Communication dans un congrès
hal-03761440v1
|
|
|
Contrôle Biomimétique de Prothèse par réseaux de neuronesAMINA 2022 - 11ème édition du Workshop Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2022, Monastir, Tunisie
Communication dans un congrès
hal-03940097v1
|
|
|
Long Short-Term Memory of Language Models for Predicting Brain Activation During Listening to StoriesCogSci 2022 - Cognitive Science Society, Jul 2022, Toronto, Canada
Communication dans un congrès
hal-03697443v1
|
|
|
Reservoir Computing : traitement efficace de séries temporelles avec ReservoirPyDataquitaine 2022 - 5ème journée IA, Recherche Opérationnelle & Data Science, Feb 2022, Bordeaux, France
Communication dans un congrès
hal-03945994v1
|
|
|
Which Hype for my New Task? Hints and Random Search for Reservoir Computing HyperparametersICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava, Slovakia
Communication dans un congrès
hal-03203318v2
|
|
|
Reservoir Computing : théorie, intuitions et applications avec ReservoirPyPlate-Forme Intelligence Artificielle (PFIA), Jun 2021, Bordeaux, France
Communication dans un congrès
hal-03533731v1
|
|
|
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMsICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava, Slovakia. pp.71--82, ⟨10.1007/978-3-030-86383-8_6⟩
Communication dans un congrès
hal-03203374v2
|
|
|
Canary Vocal Sensorimotor Model with RNN Decoder and Low-dimensional GAN GeneratorICDL 2021- IEEE International Conference on Development and Learning, Aug 2021, Beijing, China
Communication dans un congrès
hal-03482372v1
|
|
|
La Course 12--4--90Drôles d'objets 2021 - Un nouvel art de faire, Oct 2021, La Rochelle, France
Communication dans un congrès
hal-03533199v1
|
|
|
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling2020 International Joint Conference on Neural Networks (IJCNN 2020), Jul 2020, Glasgow, Scotland, United Kingdom
Communication dans un congrès
hal-02594725v1
|
|
|
Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech2020 International Joint Conference on Neural Networks (IJCNN 2020), Jul 2020, Glasgow, Scotland, United Kingdom
Communication dans un congrès
hal-02594495v1
|
|
|
Language Acquisition with Echo State Networks: Towards Unsupervised LearningICDL 2020 - IEEE International Conference on Development and Learning, Oct 2020, Valparaiso / Virtual, Chile
Communication dans un congrès
hal-02926613v1
|
|
|
ReservoirPy: an Efficient and User-Friendly Library to Design Echo State NetworksICANN 2020 - 29th International Conference on Artificial Neural Networks, Sep 2020, Bratislava, Slovakia
Communication dans un congrès
hal-02595026v2
|
|
|
Learning to Parse Grounded Language using Reservoir ComputingICDL-Epirob 2019 - Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics, Aug 2019, Olso, Norway. ⟨10.1109/devlrn.2019.8850718⟩
Communication dans un congrès
hal-02422157v1
|
A Reservoir Model for Intra-Sentential Code-Switching Comprehension in French and EnglishCogSci'19 - 41st Annual Meeting of the Cognitive Science Society, Jul 2019, Montréal, Canada
Communication dans un congrès
hal-02432831v1
|
|
|
|
Using Conceptors to Transfer Between Long-Term and Short-Term MemoryArtificial Neural Networks and Machine Learning (ICANN) 2019, Sep 2019, Munich, Germany. pp.19-23, ⟨10.1007/978-3-030-30493-5_2⟩
Communication dans un congrès
hal-02387559v1
|
|
|
Towards Biological Plausibility of Vocal Learning Models: a Short ReviewICDL-Epirob Workshop on Continual Unsupervised Sensorimotor Learning, Sep 2018, Tokyo, Japan
Communication dans un congrès
hal-01942822v1
|
|
|
A Simple Reservoir Model of Working Memory with Real Values2018 International Joint Conference on Neural Networks (IJCNN), Jul 2018, Rio de Janeiro, Brazil. ⟨10.1109/IJCNN.2018.8489262⟩
Communication dans un congrès
hal-01803594v1
|
|
|
Which Input Abstraction is Better for a Robot Syntax Acquisition Model? Phonemes, Words or Grammatical Constructions?2018 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Sep 2018, Tokyo, Japan
Communication dans un congrès
hal-01889919v2
|
|
|
A bio-inspired model towards vocal gesture learning in songbird2018 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Sep 2018, Tokyo, Japan
Communication dans un congrès
hal-01906459v2
|
|
|
Learning an inverse model for vocal production: toward a bio-inspired modelEuropean Birdsong Meeting, Apr 2018, Odense, Denmark
Communication dans un congrès
hal-01963115v1
|
|
|
Syntactic Reanalysis in Language Models for Speech Recognition2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Sep 2017, Lisbon, Portugal
Communication dans un congrès
hal-01558462v2
|
|
|
From Phonemes to Robot Commands with a Neural ParserIEEE ICDL-EPIROB Workshop on Language Learning, Sep 2017, Lisbon, Portugal. pp.1-2
Communication dans un congrès
hal-01665823v1
|
|
|
Neural coding of variable song structure in the songbirdEBM 2017 - European Birdsong Meeting, May 2017, Bordeaux, France. pp.1
Communication dans un congrès
hal-01665824v1
|
Modelling sentence processing with random recurrent neural networks and applications to roboticsWorkshop "The role of the basal ganglia in the interaction between language and other cognitive functions", Anne-Catherine Bachoud-Lévi, Maria Giavazzi, Charlotte Jacquemot, Laboratoire de NeuroPsychologie Interventionnelle., Oct 2017, Paris, France
Communication dans un congrès
hal-01673440v1
|
|
|
|
Recurrent Neural Network for Syntax Learning with Flexible RepresentationsIEEE ICDL-EPIROB Workshop on Language Learning, Dec 2016, Cergy, France
Communication dans un congrès
hal-01417060v1
|
|
|
Recurrent Neural Network Sentence Parser for Multiple Languages with Flexible Meaning Representations for Home ScenariosIROS Workshop on Bio-inspired Social Robot Learning in Home Scenarios, Oct 2016, Daejon, South Korea
Communication dans un congrès
hal-01417667v1
|
Reservoir Computing for Robot Language AcquisitionIROS Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Oct 2016, Daejon, South Korea
Communication dans un congrès
hal-01417683v1
|
|
|
|
Recurrent Neural Network for Syntax Learning with Flexible Predicates for Robotic ArchitecturesThe Sixth Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB), Sep 2016, Cergy, France
Communication dans un congrès
hal-01417697v1
|
|
|
Using Natural Language Feedback in a Neuro-inspired Integrated Multimodal Robotic Architecture25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), Aug 2016, New York City, United States. pp.52 - 57, ⟨10.1109/ROMAN.2016.7745090⟩
Communication dans un congrès
hal-01417706v1
|
|
|
Semantic Role Labelling for Robot Instructions using Echo State NetworksEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2016, Bruges, Belgium
Communication dans un congrès
hal-01417701v1
|
|
|
Activity recognition with echo state networks using 3D body joints and objects categoryEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2016, Bruges, Belgium. pp.465 - 470
Communication dans un congrès
hal-01417710v1
|
Humanoidly Speaking -How the Nao humanoid robot can learn the name of objects and interact with them through common speechInternational Joint Conference on Artificial Neural Networks – IJCAI, Video Competition, Jul 2015, Buenos Aires, Argentina
Communication dans un congrès
hal-02561332v1
|
|
|
|
A Recurrent Neural Network for Multiple Language Acquisition: Starting with English and FrenchProceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches (CoCo 2015), Dec 2015, Montreal, Canada
Communication dans un congrès
hal-02561258v1
|
|
|
An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State NetworksIn: Wermter S. et al. (eds) Artificial Neural Networks and Machine Learning – ICANN 2014, Sep 2014, Hamburg, Germany. pp.33--40, ⟨10.1007/978-3-319-11179-7_5⟩
Communication dans un congrès
hal-02561290v1
|
|
|
On-Line Learning of Lexical Items and Grammatical Constructions via Speech, Gaze and Action-Based Human-Robot InteractionINTERSPEECH 2013 - 14th Annual Conference of the International Speech Communication Association, Aug 2013, Lyon, France
Communication dans un congrès
hal-02561340v1
|
|
|
Online Language Learning to Perform and Describe Actions for Human-Robot InteractionPost-Graduate Conference on Robotics and Development of Cognition, Sep 2012, Lausanne, Switzerland
Communication dans un congrès
hal-02561346v1
|
|
|
On-Line Processing of Grammatical Structure Using Reservoir ComputingIn A. E. P. Villa, et al.: Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Sep 2012, Lausanne, Switzerland. pp.596-603, ⟨10.1007/978-3-642-33269-2_75⟩
Communication dans un congrès
hal-02561301v1
|
|
|
A three-layered cortical network encodes identity and abstract categorical structure of behavioral sequences as in the primate lateral prefrontal cortexCinquième conférence plénière française de Neurosciences Computationnelles, "Neurocomp'10", Aug 2010, Lyon, France
Communication dans un congrès
hal-00553435v1
|
|
|
Past Word Context Enables Better MEG Encoding Predictions than Current Word in Listening StoriesPoster de conférence hal-04154794v1 |
|
|
MEG Encoding using Neural Language & Speech Models and Shared Context Semantics in Listening StoriesPoster de conférence hal-04401769v1 |
|
|
How distinct are Syntactic and Semantic Representations in the Brain During Sentence Comprehension?SNL 2022 - 14th Annual Meeting of the Society for Neurobiology of Language, Oct 2022, Philadelphia, United States. 2022
Poster de conférence
hal-03942241v1
|
|
|
Investigating Long-Term Context of Language Models on Brain Activity during Narrative Listening in fMRIFENS Forum 2022, Jul 2022, Paris, France
Poster de conférence
hal-03699886v1
|
|
|
ReservoirPy: Efficient Training of Recurrent Neural Networks for Timeseries ProcessingEuroSciPy 2022 - 14th European Conference on Python in Science, Aug 2022, Basel, Switzerland
Poster de conférence
hal-03780006v1
|
|
|
Learning to Parse Sentences with Cross-Situational Learning using Different Word Embeddings Towards Robot GroundingSpatial Language Understanding and Grounded Communication for Robotics Workshop, ACL-IJCNLP 2021, Aug 2021, Bangkok, Thailand.
Poster de conférence
hal-03533730v1
|
|
|
Recurrent Neural Networks Models for Developmental Language Acquisition: Reservoirs Outperform LSTMsSNL 2020 - 12th Annual Meeting of the Society for the Neurobiology of Language, Oct 2020, Virtual Edition, Canada
Poster de conférence
hal-03146558v1
|
|
|
A Vocal Learning Model: Development And AnalysisIMOL 2019 - Fourth International Workshop on Intrinsically Motivated Open-ended Learning, Jul 2019, Frankfurt, Germany
Poster de conférence
hal-02413140v1
|
|
|
Replication of Laje & Mindlin's model producing synthetic syllablesEuropean Birdsong Meeting, Apr 2018, Odense, Denmark. 2018
Poster de conférence
hal-01964522v1
|
|
|
A Simple Reservoir Model of Working Memory with Real ValuesThird workshop on advanced methods in theoretical neuroscience, Jun 2018, Göttingen, Germany
Poster de conférence
hal-01861784v1
|
|
|
From Phonemes to Sentence Comprehension: A Neurocomputational Model of Sentence Processing for RobotsSBDM2018 Satellite-Workshop on interfaces between Robotics, Artificial Intelligence and Neuroscience, May 2018, Paris, France
Poster de conférence
hal-01964524v1
|
|
|
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)2023
Pré-publication, Document de travail
hal-04162064v1
|
|
|
reservoirpy: A Simple and Flexible Reservoir Computing Tool in Python2022
Pré-publication, Document de travail
hal-03699931v1
|
|
|
Cross-Situational Learning Towards Robot Grounding2022
Pré-publication, Document de travail
hal-03628290v2
|
|
|
What does the Canary Say? Low-Dimensional GAN Applied to Birdsong2021
Pré-publication, Document de travail
hal-03244723v2
|
|
|
A Journey in ESN and LSTM Visualisations on a Language Task2020
Pré-publication, Document de travail
hal-03030248v1
|
Teach Your Robot Your Language! Trainable Neural Parser for Modelling Human Sentence Processing: Examples for 15 Languages2017
Pré-publication, Document de travail
hal-01665807v1
|
|
|
Hack1robo 2023 : Hackathon sur l'Intelligence Artificielle, la Robotique et les Sciences CognitivesInria & Labri, Université de Bordeaux. 2023
Rapport
hal-04404135v1
|
|
|
Neurosmart, une histoire de cerveau et de passionné·e·s de science[Rapport Technique] RT-0509, Inria. 2020, pp.19
Rapport
hal-03013647v1
|
|
|
Recurrent neural network weight estimation through backward tuning[Research Report] RR-9100, Inria Bordeaux Sud-Ouest. 2017, pp.1-54
Rapport
hal-01610735v1
|
|
|
Reservoir SMILES: Towards SensoriMotor Interaction of Language and Embodiment of Symbols with Reservoir ArchitecturesArtificial Intelligence [cs.AI]. Université de Bordeaux (UB), France, 2022
HDR
tel-03946773v1
|