Interactive reinforcement learning through speech guidance in a domestic scenario, 2015 International Joint Conference on Neural Networks (IJCNN) ,
DOI : 10.1109/IJCNN.2015.7280477
Exploring the acquisition and production of grammatical constructions through humanrobot interaction with echo state networks, Frontiers in Neurorobotics, vol.8, 2014. ,
Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing, PLoS ONE, vol.105, issue.2, p.52946, 2013. ,
DOI : 10.1371/journal.pone.0052946.s008
Complex sensory-motor sequence learning based on recurrent state representation and reinforcement learning, Biological Cybernetics, vol.312, issue.3, pp.265-274, 1995. ,
DOI : 10.1007/BF00201428
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations, Neural Computation, vol.7, issue.11, pp.2531-2560, 2002. ,
DOI : 10.1038/35009102
Backpropagation through time: what it does and how to do it, Proceedings of the IEEE, pp.1550-1560, 1990. ,
DOI : 10.1109/5.58337
The importance of mixed selectivity in complex cognitive tasks, Nature, vol.472, issue.7451, pp.497585-590, 2013. ,
DOI : 10.1038/nature09868
Incremental natural language processing for HRI, Proceeding of the ACM/IEEE international conference on Human-robot interaction , HRI '07, pp.263-270, 2007. ,
DOI : 10.1145/1228716.1228752
A general, abstract model of incremental dialogue processing, Proceedings of the 12th Conference of the European Chapter, pp.710-718, 2009. ,
The symbol grounding problem, Physica D: Nonlinear Phenomena, vol.42, issue.1-3, pp.335-346, 1990. ,
DOI : 10.1016/0167-2789(90)90087-6
URL : http://web.comlab.ox.ac.uk/oucl/research/areas/ieg/e-library/sources/harnad90_sgproblem.pdf
Communication, concepts and grounding, Neural Networks, vol.62, pp.112-117, 2015. ,
DOI : 10.1016/j.neunet.2014.07.003
Symbol emergence in robotics: a survey, Advanced Robotics, vol.1, issue.11-12, pp.11-12706, 2016. ,
DOI : 10.7210/jrsj.33.97
URL : http://arxiv.org/pdf/1509.08973
An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks, Proc. of ICANN 2014, pp.33-40, 2014. ,
DOI : 10.1007/978-3-319-11179-7_5
Locomotion Without a Brain: Physical Reservoir Computing in Tensegrity Structures, Artificial Life, vol.5, issue.5, pp.35-66, 2013. ,
DOI : 10.1016/j.ijsolstr.2005.10.011
Reward-Modulated Hebbian Plasticity as Leverage for Partially Embodied Control in Compliant Robotics, Frontiers in Neurorobotics, vol.20, issue.Suppl. 1, p.9, 2015. ,
DOI : 10.1016/j.neunet.2007.04.003
URL : http://journal.frontiersin.org/article/10.3389/fnbot.2015.00009/pdf
The " echo state " approach to analysing and training recurrent neural networks, p.34, 2001. ,
Finding Structure in Time, Cognitive Science, vol.49, issue.2, pp.179-211, 1990. ,
DOI : 10.1007/BF00308682
Subsymbolic Case-Role Analysis of Sentences with Embedded Clauses, Cognitive Science, vol.1, issue.1, pp.47-73, 1996. ,
DOI : 10.1016/S0022-5371(67)80151-8
Extensions of recurrent neural network language model, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.5528-5531, 2011. ,
DOI : 10.1109/ICASSP.2011.5947611
Strong Systematicity in Sentence Processing by an Echo State Network, International Conference on Artificial Neural Networks, pp.505-514, 2006. ,
DOI : 10.1007/11840817_53
Learning grammatical structure with Echo State Networks, Neural Networks, vol.20, issue.3, pp.424-432, 2007. ,
DOI : 10.1016/j.neunet.2007.04.013
Rule Learning by Seven-Month-Old Infants, Science, vol.283, issue.5398, pp.77-80, 1999. ,
DOI : 10.1126/science.283.5398.77
Constructions: A construction grammar approach to argument structure, 1995. ,
Constructions: a new theoretical approach to language, Trends in Cognitive Sciences, vol.7, issue.5, pp.219-224, 2003. ,
DOI : 10.1016/S1364-6613(03)00080-9
URL : http://www.sls.hawaii.edu/bley-vroman/750/goldbergtrends.pdf
Constructing a language: A usage based approach to language acquisition, 2003. ,
Competition, variation, and language learning. Mechanisms of language acquisition, pp.157-193, 1987. ,
A Neurolinguistic Model of Grammatical Construction Processing, Journal of Cognitive Neuroscience, vol.18, issue.12, pp.2088-2107, 2006. ,
DOI : 10.1016/S0010-0277(00)00063-9
Recurrent Neural Network for syntax learning with flexible predicates for robotic architectures, 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), 2016. ,
DOI : 10.1109/DEVLRN.2016.7846807
URL : https://hal.archives-ouvertes.fr/hal-01417697
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. ,
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition, 2009. ,
Humanoidly speaking ? learning about the world and language with a humanoid friendly robot, IJCAI Video competition, 2015. ,
Using natural language feedback in a neuro-inspired integrated multimodal robotic architecture, 2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2016. ,
DOI : 10.1109/ROMAN.2016.7745090
URL : https://hal.archives-ouvertes.fr/hal-01417706
Distributed representations of words and phrases and their compositionality, Advances in neural information processing systems, pp.3111-3119, 2013. ,
A Practical Guide to Applying Echo State Networks, Neural Networks: Tricks of the Trade, pp.659-686, 2012. ,
DOI : 10.1109/IJCNN.2008.4634252
Aspects of the Theory of Syntax, 1965. ,
DOI : 10.21236/AD0616323
Syntactic reanalysis in language models for speech recognition, Proc. of the IEEE Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob). IEEE, 2017. [37] K. Dukes. Semeval-2014 task, p.45, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01558462
Reservoir Computing Properties of Neural Dynamics in Prefrontal Cortex, PLOS Computational Biology, vol.87, issue.4, p.1004967, 2016. ,
DOI : 10.1371/journal.pcbi.1004967.t003
Symbolically speaking: a connectionist model of sentence production, Cognitive Science, vol.2, issue.5, pp.609-651, 2002. ,
DOI : 10.1038/35094573