A. D. Friederici, J. Bahlmann, S. Heim, R. I. Schubotz, and A. Anwander, The brain differentiates human and non-human grammars: functional localization and structural connectivity, Proc Natl Acad Sci U S A, vol.103, pp.2458-2463, 2006.

A. D. Friederici, A. Mecklinger, K. M. Spencer, K. Steinhauer, and E. Donchin, Syntactic parsing preferences and their on-line revisions: a spatio-temporal analysis of event-related brain potentials, Brain Res Cogn Brain Res, vol.11, pp.305-323, 2001.

P. Hagoort, The fractionation of spoken language understanding by measuring electrical and magnetic brain signals, Philos Trans R Soc Lond B Biol Sci, vol.363, pp.1055-1069, 2008.

P. Hagoort and J. Van-berkum, Beyond the sentence given, Philos Trans R Soc Lond B Biol Sci, vol.362, pp.801-811, 2007.

J. J. Van-berkum, C. M. Brown, P. Zwitserlood, V. Kooijman, and P. Hagoort, Anticipating upcoming words in discourse: evidence from ERPs and reading times, J Exp Psychol Learn Mem Cogn, vol.31, pp.443-467, 2005.

A. Moro, M. Tettamanti, D. Perani, C. Donati, and S. F. Cappa, Syntax and the brain: disentangling grammar by selective anomalies, Neuroimage, vol.13, pp.110-118, 2001.

A. D. Friederici and S. A. Kotz, The brain basis of syntactic processes: functional imaging and lesion studies, Neuroimage, vol.20, pp.8-17, 2003.

J. Hochstadt, H. Nakano, P. Lieberman, and J. Friedman, The roles of sequencing and verbal working memory in sentence comprehension deficits in Parkinson's disease, Brain Lang, vol.97, pp.243-257, 2006.

M. T. Ullman, Contributions of memory circuits to language: the declarative/procedural model, Cognition, vol.92, pp.231-270, 2004.

M. T. Ullman, A neurocognitive perspective on language: the declarative/ procedural model, Nat Rev Neurosci, vol.2, pp.717-726, 2001.

A. D. Friederici, S. A. Kotz, K. Werheid, G. Hein, and D. Y. Von-cramon, Syntactic comprehension in Parkinson's disease: investigating early automatic and late integrational processes using event-related brain potentials, Neuropsychology, vol.17, pp.133-142, 2003.

S. Frisch, S. A. Kotz, D. Y. Von-cramon, and A. D. Friederici, Why the P600 is not just a P300: the role of the basal ganglia, Clin Neurophysiol, vol.114, pp.336-340, 2003.

P. Hagoort, Interplay between syntax and semantics during sentence comprehension: ERP effects of combining syntactic and semantic violations, J Cogn Neurosci, vol.15, pp.883-899, 2003.

P. Hagoort and C. M. Brown, ERP effects of listening to speech compared to reading: the P600/SPS to syntactic violations in spoken sentences and rapid serial visual presentation, Neuropsychologia, vol.38, pp.1531-1549, 2000.

S. A. Kotz, S. Frisch, D. Y. Von-cramon, and A. D. Friederici, Syntactic language processing: ERP lesion data on the role of the basal ganglia, J Int Neuropsychol Soc, vol.9, pp.1053-1060, 2003.

E. Service, P. Helenius, S. Maury, and R. Salmelin, Localization of syntactic and semantic brain responses using magnetoencephalography, J Cogn Neurosci, vol.19, pp.1193-1205, 2007.

G. W. Van-hoesen, E. H. Yeterian, and R. Lavizzo-mourey, Widespread corticostriate projections from temporal cortex of the rhesus monkey, J Comp Neurol, vol.199, pp.205-219, 1981.

G. Chevalier and J. M. Deniau, Disinhibition as a basic process in the expression of striatal functions, Trends Neurosci, vol.13, pp.277-280, 1990.

E. H. Yeterian and D. N. Pandya, Thalamic connections of the cortex of the superior temporal sulcus in the rhesus monkey, J Comp Neurol, vol.282, pp.80-97, 1989.

I. Toni, J. Rowe, K. E. Stephan, and R. E. Passingham, Changes of cortico-striatal effective connectivity during visuomotor learning, Cereb Cortex, vol.12, pp.1040-1047, 2002.

E. Gibson, Linguistic complexity: locality of syntactic dependencies, Cognition, vol.68, pp.1-76, 1998.

E. Gibson and N. J. Pearlmutter, Distinguishing serial and parallel parsing, J Psycholinguist Res, vol.29, pp.231-240, 2000.

P. F. Dominey and M. Hoen, Structure mapping and semantic integration in a construction-based neurolinguistic model of sentence processing, Cortex, vol.42, pp.476-479, 2006.

P. F. Dominey, M. Hoen, J. M. Blanc, and T. Lelekov-boissard, Neurological basis of language and sequential cognition: evidence from simulation, aphasia, and ERP studies, Brain Lang, vol.86, pp.207-225, 2003.

P. F. Dominey, M. Hoen, and T. Inui, A neurolinguistic model of grammatical construction processing, J Cogn Neurosci, vol.18, pp.2088-2107, 2006.

P. F. Dominey and T. Inui, Cortico-striatal function in sentence comprehension: insights from neurophysiology and modeling, Cortex, vol.45, pp.1012-1018, 2009.

P. F. Dominey, T. Inui, and M. Hoen, Neural network processing of natural language: II. Towards a unified model of corticostriatal function in learning sentence comprehension and non-linguistic sequencing, Brain & Language, vol.109, pp.80-92, 2009.

P. F. Dominey and F. Ramus, Neural network processing of natural language: I. Sensitivity to serial, temporal and abstract structure of language in the infant, Language and Cognitive Processes, vol.15, pp.87-127, 2000.
URL : https://hal.archives-ouvertes.fr/hal-00260032

X. Hinaut and P. Dominey, On-Line Processing of Grammatical Structure Using Reservoir Computing, ICANN 2012-Lecture Notes in Computer Science, pp.596-603, 2012.

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

G. Fauconnier, G. Lakoff, E. Sweetser, and . Chicago, , vol.265

P. Dominey and J. Boucher, Learning to talk about events from narrated video in a construction grammar framework, Artificial Intelligence, vol.167, pp.31-61, 2005.

E. Bates, B. Wulfeck, and B. Macwhinney, Cross-linguistic research in aphasia: an overview, Brain Lang, vol.41, pp.123-148, 1991.

E. Bates, S. Mcnew, B. Macwhinney, A. Devescovi, and S. Smith, Functional constraints on sentence processing: a cross-linguistic study, Cognition, vol.11, pp.245-299, 1982.

D. Caplan, C. Baker, and F. Dehaut, Syntactic determinants of sentence comprehension in aphasia, Cognition, vol.21, pp.117-175, 1985.

H. Jaeger and H. Haas, Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication, Science, vol.304, pp.78-80, 2004.

W. Maass, T. Natschlager, and H. Markram, Real-time computing without stable states: a new framework for neural computation based on perturbations, Neural Comput, vol.14, pp.2531-2560, 2002.

D. Verstraeten, B. Schrauwen, D. 'haene, M. Stroobandt, and D. , An experimental unification of reservoir computing methods, Neural Netw, vol.20, pp.391-403, 2007.

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

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

H. Jaeger, M. Lukosevicius, D. Popovici, and U. Siewert, Optimization and applications of echo state networks with leaky-integrator neurons, Neural Netw, vol.20, pp.335-352, 2007.

K. Ogawa, T. Inui, and M. Ohba, Syntactic processing of complex sentences in left lateral premotor cortex, Neuroreport, vol.19, pp.811-815, 2008.

D. Roland, F. Dick, and J. L. Elman, Frequency of Basic English Grammatical Structures: A Corpus Analysis, J Mem Lang, vol.57, pp.348-379, 2007.

J. Elman, Distributed representations, Simple recurrent networks, and grammatical structure, Machine Learning, vol.7, pp.195-225, 1991.

M. H. Tong, A. D. Bicket, E. M. Christiansen, and G. W. Cottrell, Learning grammatical structure with Echo State Networks, Neural Netw, vol.20, pp.424-432, 2007.

T. Voegtlin and P. F. Dominey, Linear recursive distributed representations, Neural Netw, vol.18, pp.878-895, 2005.
URL : https://hal.archives-ouvertes.fr/inria-00000108

E. Lieven, H. Behrens, J. Speares, and M. Tomasello, Early syntactic creativity: a usage-based approach, J Child Lang, vol.30, pp.333-370, 2003.

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

M. Kutas and S. A. Hillyard, Reading senseless sentences: brain potentials reflect semantic incongruity, Science, vol.207, pp.203-205, 1980.
DOI : 10.1126/science.7350657

I. B. Yildiz, H. Jaeger, and S. J. Kiebel, Re-visiting the echo state property, Neural Netw, vol.35, pp.1-9, 2012.

Y. Liu, J. A. Starzyk, and Z. Zhu, Optimized approximation algorithm in neural networks without overfitting, IEEE Trans Neural Netw, vol.19, pp.983-995, 2008.

P. S. Goldman-rakic, Circuitry of Primate Prefrontal Cortex and Regulation of Behavior by Representational Memory, Handbook of Neurophysiology, vol.5, pp.373-417, 1987.

D. Centonze, B. Picconi, P. Gubellini, G. Bernardi, and P. Calabresi, Dopaminergic control of synaptic plasticity in the dorsal striatum, Eur J Neurosci, vol.13, pp.1071-1077, 2001.

D. Filippo, M. Picconi, B. Tantucci, M. Ghiglieri, V. Bagetta et al., Shortterm and long-term plasticity at corticostriatal synapses: implications for learning and memory, Behav Brain Res, vol.199, pp.108-118, 2009.

P. F. Dominey, M. A. Arbib, and J. P. Joseph, A Model of Corticostriatal Plasticity for Learning Oculomotor Associations and Sequences, J Cogn Neurosci, vol.7, pp.311-336, 1995.

C. Wacongne, J. P. Changeux, and S. Dehaene, A neuronal model of predictive coding accounting for the mismatch negativity, J Neurosci, vol.32, pp.3665-3678, 2012.
URL : https://hal.archives-ouvertes.fr/cea-00842907

P. Beim-graben, S. Gerth, and S. Vasishth, Towards dynamical system models of language-related brain potentials, Cognitive Neurodynamics, vol.2, pp.229-255, 2008.

K. Friston, A theory of cortical responses, Philos Trans R Soc Lond B Biol Sci, vol.360, pp.815-836, 2005.

S. L. Frank and R. Bod, Insensitivity of the human sentence-processing system to hierarchical structure, Psychol Sci, vol.22, pp.829-834, 2011.

S. Frisch, M. Schlesewsky, D. Saddy, and A. Alpermann, The P600 as an indicator of syntactic ambiguity, Cognition, vol.85, pp.83-92, 2002.

J. M. Hopf, M. Bader, M. Meng, and J. Bayer, Is human sentence parsing serial or parallel? Evidence from event-related brain potentials, Brain Res Cogn Brain Res, vol.15, pp.165-177, 2003.

R. L. Lewis, Falsifying serial and parallel parsing models: empirical conundrums and an overlooked paradigm, J Psycholinguist Res, vol.29, pp.241-248, 2000.

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

J. L. Mcclelland, . St, M. John, and R. Taraban, Sentence comprehension: A parallel distributed processing approach, Language and Cognitive Processes, vol.4, pp.287-335, 1989.

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

F. Van-der-velde and M. De-kamps, Neural blackboard architectures of combinatorial structures in cognition, Behavioral and Brain Sciences, vol.29, pp.37-108, 2006.

F. Chang, Symbolically speaking: A connectionist model of sentence production, Cognitive Sci, vol.93, pp.1-43, 2002.

F. Chang, G. S. Dell, K. Bock, and Z. M. Griffin, Structural Priming as Implicit Learning: A Comparison of Models of Sentence Production, J Psycholinguist Res, vol.29, pp.217-230, 2000.

T. Barnickel, J. Weston, R. Collobert, H. Mewes, and V. Stümpflen, Large Scale Application of Neural Network Based Semantic Role Labeling for Automated Relation Extraction from Biomedical Texts, PLoS One, vol.4, p.6393, 2009.

R. Collobert and J. Weston, A unified architecture for natural language processing: deep neural networks with multitask learning, Proceedings of the 25th international conference on Machine learning, pp.160-167, 2008.

L. Busing, B. Schrauwen, and R. Legenstein, Connectivity, dynamics, and memory in reservoir computing with binary and analog neurons, Neural Comput, vol.22, pp.1272-1311, 2010.

J. Hochstadt, Set-shifting and the on-line processing of relative clauses in Parkinson's disease: results from a novel eye-tracking method, Cortex, vol.45, pp.991-1011, 2009.

X. Hinaut and P. F. Dominey, A three-layered model of primate prefrontal cortex encodes identity and abstract categorical structure of behavioral sequences, J Physiol Paris, vol.105, pp.16-24, 2011.