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2020 – today
- 2024
[c29]Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier:
Evolving Reservoirs for Meta Reinforcement Learning. EvoApplications@EvoStar 2024: 36-60- [c28]Paul Bernard
, Frédéric Alexandre, Xavier Hinaut:
Prediction of Reaching Movements with Target Information Towards Trans-humeral Prosthesis Control Using Reservoir Computing and LSTMs. ICANN (10) 2024: 142-155 - [c27]Thomas Ferté, Dan Dutartre, Boris P. Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Pierrick Legrand, Xavier Hinaut:
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast. ICML 2024 - [i8]Yannis Bendi-Ouis, Dan Dutarte, Xavier Hinaut:
Deploying Open-Source Large Language Models: A performance Analysis. CoRR abs/2409.14887 (2024) - 2023
- [j9]Anthony Strock, Nicolas P. Rougier, Xavier Hinaut:
Latent Space Exploration and Functionalization of a Gated Working Memory Model Using Conceptors. Cogn. Comput. 15(5): 1485-1496 (2023) - [c26]Subba Reddy Oota, Nathan Trouvain, Frédéric Alexandre, Xavier Hinaut:
MEG Encoding using Word Context Semantics in Listening Stories. INTERSPEECH 2023: 5152-5156 - [i7]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 abs/2307.10246 (2023) - [i6]Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier:
Evolving Reservoirs for Meta Reinforcement Learning. CoRR abs/2312.06695 (2023) - 2022
- [b1]Xavier Hinaut:
Reservoir SMILES: Towards SensoriMotor Interaction of Language and Embodiment of Symbols with Reservoir Architectures. University of Bordeaux, France, 2022 - [j8]Luca Pedrelli, Xavier Hinaut:
Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2654-2663 (2022) - [c25]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 - [c24]Subba Reddy Oota, Frédéric Alexandre, Xavier Hinaut:
Long-Term Plausibility of Language Models and Neural Dynamics during Narrative Listening. CogSci 2022 - [c23]Nathan Trouvain, Nicolas P. Rougier, Xavier Hinaut:
Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy. SAB 2022: 91-102 - 2021
- [j7]Tadahiro Taniguchi, Takato Horii, Xavier Hinaut, Michael Spranger, Daichi Mochihashi, Takayuki Nagai:
Editorial: Language and Robotics. Frontiers Robotics AI 8: 674832 (2021) - [j6]Silvia Pagliarini, Arthur Leblois, Xavier Hinaut:
Vocal Imitation in Sensorimotor Learning Models: A Comparative Review. IEEE Trans. Cogn. Dev. Syst. 13(2): 326-342 (2021) - [c22]Nathan Trouvain, Xavier Hinaut:
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs. ICANN (5) 2021: 71-82 - [c21]Xavier Hinaut, Nathan Trouvain:
Which Hype for My New Task? Hints and Random Search for Echo State Networks Hyperparameters. ICANN (5) 2021: 83-97 - [c20]Silvia Pagliarini, Arthur Leblois, Xavier Hinaut:
Canary Vocal Sensorimotor Model with RNN Decoder and Low-dimensional GAN Generator. ICDL 2021: 1-8 - [i5]Frédéric Alexandre, Xavier Hinaut, Nicolas P. Rougier, Thierry Viéville:
Higher Cognitive Functions in Bio-Inspired Artificial Intelligence. ERCIM News 2021(125) (2021) - 2020
- [j5]Anthony Strock, Xavier Hinaut, Nicolas P. Rougier:
A Robust Model of Gated Working Memory. Neural Comput. 32(1): 153-181 (2020) - [j4]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): 179-188 (2020) - [c19]Nathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut:
ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks. ICANN (2) 2020: 494-505 - [c18]Thanh Trung Dinh, Xavier Hinaut:
Language Acquisition with Echo State Networks: Towards Unsupervised Learning. ICDL-EPIROB 2020: 1-6 - [c17]Alexis Juven, Xavier Hinaut:
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling. IJCNN 2020: 1-8 - [c16]Luca Pedrelli, Xavier Hinaut:
Hierarchical-Task Reservoir for Anytime POS Tagging from Continuous Speech. IJCNN 2020: 1-8 - [i4]Anthony Strock, Nicolas P. Rougier, Xavier Hinaut:
Transfer between long-term and short-term memory using Conceptors. CoRR abs/2003.11640 (2020) - [i3]Alexandre Variengien, Xavier Hinaut:
A journey in ESN and LSTM visualisations on a language task. CoRR abs/2012.01748 (2020)
2010 – 2019
- 2019
- [j3]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): 537-538 (2019) - [c15]Pauline Detraz, Xavier Hinaut:
A Reservoir Model for Intra-Sentential Code Switching Comprehension in French and English. CogSci 2019: 3261 - [c14]Anthony Strock, Nicolas P. Rougier, Xavier Hinaut:
Using Conceptors to Transfer Between Long-Term and Short-Term Memory. ICANN (Workshop) 2019: 19-23 - [c13]Xavier Hinaut, Michael Spranger:
Learning to Parse Grounded Language using Reservoir Computing. ICDL-EPIROB 2019: 266-271 - 2018
- [c12]Silvia Pagliarini, Xavier Hinaut, Arthur Leblois:
A bio-inspired model towards vocal gesture learning in songbird. ICDL-EPIROB 2018: 269-274 - [c11]Xavier Hinaut:
Which Input Abstraction is Better for a Robot Syntax Acquisition Model? Phonemes, Words or Grammatical Constructions? ICDL-EPIROB 2018: 281-286 - [c10]Anthony Strock, Nicolas P. Rougier, Xavier Hinaut:
A Simple Reservoir Model of Working Memory with Real Values. IJCNN 2018: 1-8 - [i2]Anthony Strock, Nicolas P. Rougier, Xavier Hinaut:
A Simple Reservoir Model of Working Memory with Real Values. CoRR abs/1806.06545 (2018) - 2017
- [j2]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, Jemma 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: e142 (2017) - [c9]Johannes Twiefel, Xavier Hinaut, Stefan Wermter:
Syntactic reanalysis in language models for speech recognition. ICDL-EPIROB 2017: 215-220 - [i1]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, Jemma 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 abs/1707.04393 (2017) - 2016
- [c8]Luiza Mici, Xavier Hinaut, Stefan Wermter:
Activity recognition with echo state networks using 3D body joints and objects category. ESANN 2016 - [c7]Johannes Twiefel, Xavier Hinaut, Stefan Wermter:
Semantic Role Labelling for Robot Instructions using Echo State Networks. ESANN 2016 - [c6]Xavier Hinaut, Johannes Twiefel, Stefan Wermter:
Recurrent Neural Network for syntax learning with flexible predicates for robotic architectures. ICDL-EPIROB 2016: 150-151 - [c5]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: 52-57 - 2015
- [c4]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 - 2014
- [j1]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: 16 (2014) - [c3]Xavier Hinaut, Stefan Wermter:
An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks. ICANN 2014: 33-40 - 2013
- [c2]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: 2657-2659 - 2012
- [c1]Xavier Hinaut, Peter F. Dominey:
On-Line Processing of Grammatical Structure Using Reservoir Computing. ICANN (1) 2012: 596-603
Coauthor Index
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last updated on 2024-10-23 21:25 CEST by the dblp team
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