H. Jaeger, The echo state approach to analysing and training recurrent neural networks, German National Research Center for Information Technology GMD Technical Report, vol.148, p.34, 2001.

P. F. Dominey, Complex sensory-motor sequence learning based on recurrent state representation and reinforcement learning, Biological Cybernetics, vol.73, pp.265-274, 1995.

M. Lukosevicius and H. Jaeger, Reservoir computing approaches to recurrent neural network training, Computer Science Review, vol.3, pp.127-149, 2009.

M. Rigotti, The importance of mixed selectivity in complex cognitive tasks, Nature, vol.497, issue.7451, pp.585-590, 2013.

W. Maass, T. Natschlger, and H. Makram, A Model for Real-Time Computation in Generic Neural Microcircuits, Proc. of NIPS 2003, pp.213-220, 2003.

J. Elman, Finding structure in time, Cognitive Science, vol.14, pp.179-211, 1990.

R. Miikkulainen, Subsymbolic case-role analysis of sentences with embedded clauses, Cognitive Sci, vol.20, pp.47-73, 1996.

S. Wermter, G. Arevian, and C. Panchev, Meaning Spotting and Robustness of Recurrent Networks, Proc. of IJCNN, 2000.

M. H. Tong, Learning grammatical structure with Echo State Networks, Neural networks, vol.20, pp.424-432, 2007.

S. L. Frank, Strong systematicity in sentence processing by an Echo State Network, Proc. of ICANN, pp.505-514, 2006.

E. Koechlin and T. Jubault, Broca's area and the hierarchical organization of human behavior, Neuron, vol.50, issue.6, pp.963-974, 2006.

A. Hannun, Deep Speech: Scaling up end-to-end speech recognition, 2014.

X. Hinaut and P. F. Dominey, 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

P. F. Dominey, M. Hoen, and T. Inui, A neurolinguistic model of grammatical construction processing, Journal of Cognitive Neuroscience, vol.18, issue.12, pp.2088-2107, 2006.

X. Hinaut, Exploring the Acquisition and Production of Grammatical Constructions Through Human-Robot Interaction, Frontiers in NeuroRobotics, vol.8, p.16, 2014.
URL : https://hal.archives-ouvertes.fr/hal-02383530

P. F. Dominey and J. D. Boucher, Developmental stages of perception and language acquisition in a perceptually grounded robot, Cognitive Systems Research, vol.6, issue.3, pp.243-259, 2005.

X. Hinaut and S. Wermter, An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks, Proc. of ICANN, pp.33-40, 2014.
URL : https://hal.archives-ouvertes.fr/hal-02561290

X. Hinaut, Cortico-Striatal Response Selection in Sentence Production: Insights from neural network simulation with Reservoir Computing, Brain and Language, vol.150, pp.54-68, 2015.

M. Tomasello, Constructing a language: A usage based approach to language acquisition, vol.388, 2003.

X. Hinaut, Humanoidly Speaking -How the Nao humanoid robot can learn the name of objects and interact with them through common speech. Video, IJCAI, 2015.
URL : https://hal.archives-ouvertes.fr/hal-02561332

G. F. Marcus, Rule learning by seven-month-old infants, Science, vol.283, pp.77-80, 1999.

A. Goldberg, Constructions: A Construction Grammar Approach to Argument Structure, vol.265, 1995.

E. Bates, Functional constraints on sentence processing: a cross-linguistic study, Cognition, vol.11, pp.245-299, 1982.

J. Twiefel, Improving Domain-independent Cloud-based Speech Recognition with Domaindependent Phonetic Post-processing, Proc. of AAAI, pp.1529-1535, 2014.

D. Jurafsky and J. H. Martin, Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition, 2009.

J. Bergstra, D. Yamins, and D. D. Cox, Hyperopt: A Python library for optimizing the hyperparameters of machine learning algorithms, SciPy13, 2013.

H. Jaeger, Optimization and applications of echo state networks with leaky-integrator neurons, Neural Networks, vol.20, issue.3, pp.335-352, 2007.

T. Mikolov, Distributed Representations of Words and Phrases and their Compositionality, Proc. of NIPS, 2013.

S. L. Frank, Modelling reading times in bilingual sentence comprehension, Proc. of CogSci, pp.1860-1861, 2014.

M. S. Berens, I. Kovelman, and L. Petitto, Should Bilingual Children Learn Reading in Two Languages at the Same Time or in Sequence?, Bilingual Research Journal, vol.36, pp.35-60, 2013.