Xavier Hinaut
Orcid: 0000-0002-1924-1184
According to our database1,
Xavier Hinaut
authored at least 44 papers
between 2012 and 2024.
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Bibliography
2024
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Prediction of Reaching Movements with Target Information Towards Trans-humeral Prosthesis Control Using Reservoir Computing and LSTMs.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024
2023
Latent Space Exploration and Functionalization of a Gated Working Memory Model Using Conceptors.
Cogn. Comput., September, 2023
CoRR, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Proceedings of the From Animals to Animats 16, 2022
Long-Term Plausibility of Language Models and Neural Dynamics during Narrative Listening.
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022
Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022
Reservoir SMILES: Towards SensoriMotor Interaction of Language and Embodiment of Symbols with Reservoir Architectures.
, 2022
2021
IEEE Trans. Cogn. Dev. Syst., 2021
Proceedings of the IEEE International Conference on Development and Learning, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Which Hype for My New Task? Hints and Random Search for Echo State Networks Hyperparameters.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
2020
Teach Your Robot Your Language! Trainable Neural Parser for Modeling Human Sentence Processing: Examples for 15 Languages.
IEEE Trans. Cogn. Dev. Syst., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
2019
Section focused on machine learning methods for high-level cognitive capabilities in robotics.
Adv. Robotics, 2019
Proceedings of the Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
A Reservoir Model for Intra-Sentential Code Switching Comprehension in French and English.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019
2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018
Which Input Abstraction is Better for a Robot Syntax Acquisition Model? Phonemes, Words or Grammatical Constructions?
Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018
2017
PeerJ Comput. Sci., 2017
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017
2016
Using natural language feedback in a neuro-inspired integrated multimodal robotic architecture.
Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016
Recurrent Neural Network for syntax learning with flexible predicates for robotic architectures.
Proceedings of the 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Activity recognition with echo state networks using 3D body joints and objects category.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
A Recurrent Neural Network for Multiple Language Acquisition: Starting with English and French.
Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), 2015
2014
Exploring the acquisition and production of grammatical constructions through human-robot interaction with echo state networks.
Frontiers Neurorobotics, 2014
An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
2013
On-line learning of lexical items and grammatical constructions via speech, gaze and action-based human-robot interaction.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012