Long short-term memory, Neural Computation, vol.9, issue.8, pp.1735-1780, 1997. ,
Learning phrase representations using rnn encoder-decoder for statistical machine translation, Proc. of EMNLP, pp.1724-1734, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01433235
An empirical exploration of recurrent network architectures, International conference on machine learning, pp.2342-2350, 2015. ,
Sequence to sequence learning with neural networks, Proc. of NIPS, pp.3104-3112, 2014. ,
, Visualizing and understanding recurrent networks, 2015.
Statistical learning by 8-month-old infants, Science, vol.274, issue.5294, pp.1926-1928, 1996. ,
A computational study of cross-situational techniques for learning word-to-meaning mappings, Cognition, vol.61, issue.1-2, pp.39-91, 1996. ,
Infants rapidly learn word-referent mappings via cross-situational statistics, Cognition, vol.106, issue.3, pp.1558-1568, 2008. ,
A unified model of early word learning: Integrating statistical and social cues, Neurocomputing, vol.70, pp.2149-2165, 2007. ,
A probabilistic framework for comparing syntactic and semantic grounding of synonyms through cross-situational learning, ICRA-2018 Workshop on, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01953475
Cross-situational learning with bayesian generative models for multimodal category and word learning in robots, Frontiers in Neurorobotics, vol.11, 2017. ,
Real-time parallel processing of grammatical structure in the fronto-striatal system: a recurrent network simulation study using reservoir computing, PLoS ONE, vol.8, issue.2, p.52946, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01968923
An incremental approach to language acquisition: Thematic role assignment with echo state networks, International Conference on Artificial Neural Networks, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-02561290
The "echo state" approach to analysing and training recurrent neural networks, 2001. ,
Reservoir computing approaches to recurrent neural network training, Computer Science Review, vol.3, issue.3, pp.127-149, 2009. ,
Generating coherent patterns of activity from chaotic neural networks, Neuron, vol.63, issue.4, pp.544-557, 2009. ,
A neurolinguistic model of grammatical construction processing, Journal of Cognitive Neuroscience, vol.18, issue.12, pp.2088-2107, 2006. ,
Exploring the acquisition and production of grammatical constructions through human-robot interaction with echo state networks, Frontiers in Neurorobotics, vol.8, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-02383530
Using Natural Language Feedback in a Neuro-inspired Integrated Multimodal Robotic Architecture, Proc. of RO-MAN, 2016. ,
Which input abstraction is better for a robot syntax acquisition model? phonemes, words or grammatical constructions?, Proc. of ICDL-Epirob, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01889919
Teach your robot your language! trainable neural parser for modelling human sentence processing: Examples for 15 languages, IEEE Transactions on Cognitive and Developmental Systems ,
URL : https://hal.archives-ouvertes.fr/hal-01665807
Learning to parse grounded language using reservoir computing, Proc. of ICDL-Epirob, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02422157
Open-ended procedural semantics, Language grounding in robots, pp.153-172, 2012. ,
A simple reservoir model of working memory with real values, Proceedings of IJCNN 2018 -International Joint Conference on Neural Networks, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01803594
A recurrent neural network for multiple language acquisition: Starting with english and french, NIPS 2015 Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-02561258
L'amour de la poésie. volume VII, 1929. ,