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Xavier Hinaut
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2020 – today
- 2024
- [c27]Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier:
Evolving Reservoirs for Meta Reinforcement Learning. EvoApplications@EvoStar 2024: 36-60 - 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 2024-06-16 23:53 CEST by the dblp team
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