Xavier Hinaut

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 38

Top Topics

Echo State Networks

Top Venues

Publications

Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier
Evolving Reservoirs for Meta Reinforcement Learning. EvoApplications@EvoStar (2024)
Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier
Evolving Reservoirs for Meta Reinforcement Learning. CoRR (2023)
Subba Reddy Oota, Nathan Trouvain, Frédéric Alexandre, Xavier Hinaut
MEG Encoding using Word Context Semantics in Listening Stories. INTERSPEECH (2023)
Anthony Strock, Nicolas P. Rougier, Xavier Hinaut
Latent Space Exploration and Functionalization of a Gated Working Memory Model Using Conceptors. Cogn. Comput. 15 (5) (2023)
Subba Reddy Oota, Manish Gupta, Raju S. Bapi, Gaël Jobard, Frédéric Alexandre, Xavier Hinaut
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey). CoRR (2023)
Stefan L. Frank, Xavier Hinaut, Edith Kaan, Yung Han Khoe, Lin Chen, Irene Elisabeth Winther, Yevgen Matusevych
Bilingual Sentence Processing: when Models Meet Experiments. CogSci (2022)
Luca Pedrelli, Xavier Hinaut
Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Nathan Trouvain, Nicolas P. Rougier, Xavier Hinaut
Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy. SAB (2022)
Subba Reddy Oota, Frédéric Alexandre, Xavier Hinaut
Long-Term Plausibility of Language Models and Neural Dynamics during Narrative Listening. CogSci (2022)
Frédéric Alexandre, Xavier Hinaut, Nicolas P. Rougier, Thierry Viéville
Higher Cognitive Functions in Bio-Inspired Artificial Intelligence. ERCIM News 2021 (125) (2021)
Silvia Pagliarini, Arthur Leblois, Xavier Hinaut
Canary Vocal Sensorimotor Model with RNN Decoder and Low-dimensional GAN Generator. ICDL (2021)
Silvia Pagliarini, Arthur Leblois, Xavier Hinaut
Vocal Imitation in Sensorimotor Learning Models: A Comparative Review. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Tadahiro Taniguchi, Takato Horii, Xavier Hinaut, Michael Spranger, Daichi Mochihashi, Takayuki Nagai
Editorial: Language and Robotics. Frontiers Robotics AI 8 (2021)
Xavier Hinaut, Nathan Trouvain
Which Hype for My New Task? Hints and Random Search for Echo State Networks Hyperparameters. ICANN (5) (2021)
Nathan Trouvain, Xavier Hinaut
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs. ICANN (5) (2021)
Anthony Strock, Nicolas P. Rougier, Xavier Hinaut
Transfer between long-term and short-term memory using Conceptors. CoRR (2020)
Alexis Juven, Xavier Hinaut
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling. IJCNN (2020)
Alexandre Variengien, Xavier Hinaut
A journey in ESN and LSTM visualisations on a language task. CoRR (2020)
Xavier Hinaut, Johannes Twiefel
Teach Your Robot Your Language! Trainable Neural Parser for Modeling Human Sentence Processing: Examples for 15 Languages. IEEE Trans. Cogn. Dev. Syst. 12 (2) (2020)
Anthony Strock, Xavier Hinaut, Nicolas P. Rougier
A Robust Model of Gated Working Memory. Neural Comput. 32 (1) (2020)
Luca Pedrelli, Xavier Hinaut
Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech. IJCNN (2020)
Nathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut
ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks. ICANN (2) (2020)
Thanh Trung Dinh, Xavier Hinaut
Language Acquisition with Echo State Networks: Towards Unsupervised Learning. ICDL-EPIROB (2020)
Tetsunari Inamura, Hiroki Yokoyama, Emre Ugur, Xavier Hinaut, Michael Beetz, Tadahiro Taniguchi
Section focused on machine learning methods for high-level cognitive capabilities in robotics. Adv. Robotics 33 (11) (2019)
Pauline Detraz, Xavier Hinaut
A Reservoir Model for Intra-Sentential Code Switching Comprehension in French and English. CogSci (2019)
Anthony Strock, Nicolas P. Rougier, Xavier Hinaut
Using Conceptors to Transfer Between Long-Term and Short-Term Memory. ICANN (Workshop) (2019)
Xavier Hinaut, Michael Spranger
Learning to Parse Grounded Language using Reservoir Computing. ICDL-EPIROB (2019)
Anthony Strock, Nicolas P. Rougier, Xavier Hinaut
A Simple Reservoir Model of Working Memory with Real Values. CoRR (2018)
Anthony Strock, Nicolas P. Rougier, Xavier Hinaut
A Simple Reservoir Model of Working Memory with Real Values. IJCNN (2018)
Xavier Hinaut
Which Input Abstraction is Better for a Robot Syntax Acquisition Model? Phonemes, Words or Grammatical Constructions? ICDL-EPIROB (2018)
Silvia Pagliarini, Xavier Hinaut, Arthur Leblois
A bio-inspired model towards vocal gesture learning in songbird. ICDL-EPIROB (2018)
Johannes Twiefel, Xavier Hinaut, Stefan Wermter
Syntactic reanalysis in language models for speech recognition. ICDL-EPIROB (2017)
Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael Neto Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Joseph Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito
Sustainable computational science: the ReScience initiative. PeerJ Comput. Sci. 3 (2017)
Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre, Thomas Arildsen, Lorena A. Barba, Fabien C. Y. Benureau, C. Titus Brown, Pierre de Buyl, Ozan Caglayan, Andrew P. Davison, Marc-André Delsuc, Georgios Detorakis, Alexandra K. Diem, Damien Drix, Pierre Enel, Benoît Girard, Olivia Guest, Matt G. Hall, Rafael Neto Henriques, Xavier Hinaut, Kamil S. Jaron, Mehdi Khamassi, Almar Klein, Tiina Manninen, Pietro Marchesi, Dan McGlinn, Christoph Metzner, Owen L. Petchey, Hans Ekkehard Plesser, Timothée Poisot, Karthik Ram, Yoav Ram, Etienne B. Roesch, Cyrille Rossant, Vahid Rostami, Aaron Shifman, Joseph Stachelek, Marcel Stimberg, Frank Stollmeier, Federico Vaggi, Guillaume Viejo, Julien Vitay, Anya E. Vostinar, Roman Yurchak, Tiziano Zito
Sustainable computational science: the ReScience initiative. CoRR (2017)
Johannes Twiefel, Xavier Hinaut, Marcelo Borghetti Soares, Erik Strahl, Stefan Wermter
Using natural language feedback in a neuro-inspired integrated multimodal robotic architecture. RO-MAN (2016)
Johannes Twiefel, Xavier Hinaut, Stefan Wermter
Semantic Role Labelling for Robot Instructions using Echo State Networks. ESANN (2016)
Xavier Hinaut, Johannes Twiefel, Stefan Wermter
Recurrent Neural Network for syntax learning with flexible predicates for robotic architectures. ICDL-EPIROB (2016)
Luiza Mici, Xavier Hinaut, Stefan Wermter
Activity recognition with echo state networks using 3D body joints and objects category. ESANN (2016)
Xavier Hinaut, Johannes Twiefel, Maxime Petit, Peter Ford Dominey, Stefan Wermter
A Recurrent Neural Network for Multiple Language Acquisition: Starting with English and French. CoCo@NIPS (2015)
Xavier Hinaut, Stefan Wermter
An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks. ICANN (2014)
Xavier Hinaut, Maxime Petit, Grégoire Pointeau, Peter F. Dominey
Exploring the acquisition and production of grammatical constructions through human-robot interaction with echo state networks. Frontiers Neurorobotics 8 (2014)
Grégoire Pointeau, Maxime Petit, Xavier Hinaut, Guillaume Gibert, Peter Ford Dominey
On-line learning of lexical items and grammatical constructions via speech, gaze and action-based human-robot interaction. INTERSPEECH (2013)
Xavier Hinaut, Peter F. Dominey
On-Line Processing of Grammatical Structure Using Reservoir Computing. ICANN (1) (2012)