Publications
For up-to-date publications, see my ResearchGate or Google Scholar profile pages.
For supplementary material (source code, corpora, etc.) please see the Downloads page.
Video Publications:
[NEW!] X. Hinaut, J. Twiefel, M. Borghetti Soares, P. Barros, L. Mici, S. Wermter (2015) Humanoidly Speaking – How the Nao humanoid robot can learn the name of objects and interact with them through common speech. IJCAI 2015 (video competition link). Our video link
Software (to make the same experiment than in the video): Take a look at "Syntactic Reservoir Model" and "DOCKS" on the WTM team sofware webpage to download and try the source code.
Journal Publications:
[NEW!] X. Hinaut, F. Lance, C. Drouin, M. Petit, G. Pointeau, P.F. Dominey (2015) Cortico-Striatal Response Selection in Sentence Production: Insights from neural network simulation with Reservoir Computing. Brain and Language, vol. 150, Nov. 2015, pp. 54–68. doi:10.1016/j.bandl.2015.08.002 HTML PDF
X. Hinaut, M. Petit, G. Pointeau, P.F. Dominey (2014) Exploring the Acquisition and Production of Grammatical Constructions Through Human-Robot Interaction. Frontiers in NeuroRobotics 8:16. HTML PDF
X. Hinaut, P.F. Dominey (2013) Real-Time Parallel Processing of Grammatical Structure in the Fronto-Striatal System: A Recurrent Network Simulation Study Using Reservoir Computing. PloS ONE 8(2): e52946. doi:10.1371/journal.pone.0052946 HTML PDF
X. Hinaut, P.F. Dominey (2011) A three-layered model of primate prefrontal cortex encodes identity and abstract categorical structure of behavioral sequences. Journal of physiology - Paris, vol. 105, pp. 16–24. doi:10.1016/j.jphysparis.2011.07.010 PDF
Conference Publications:
[NEW!] X. Hinaut, J. Twiefel, M. Petit, P.F. Dominey, S. Wermter (2015) A Recurrent Neural Network for Multiple Language Acquisition: Starting with English and French. Workshop on "Cognitive Computation: Integrating Neural and Symbolic Approaches", CoCo @ NIPS 2015. PDF
X. Hinaut, S. Wermter (2014) An Incremental Approach to Language Acquisition: Thematic Role Assignment with Echo State Networks. In Wermter, S., et al., Proc. of the 24th International Conference on Artificial Neural Networks (ICANN 2014), pp. 33-40. Hamburg, September 2014. PDF
G. Pointeau, M. Petit, X. Hinaut, G. Giber, P.F. Dominey (2013) On-Line Learning of Lexical Items and Grammatical Constructions via Speech, Gaze and Action-Based Human-Robot Interaction. In Interspeech 2013, Lyon, August 2013. PDF
X. Hinaut, P.F. Dominey (2012) On-Line Processing of Grammatical Structure Publications Using Reservoir Computing. In: A.E.P. Villa, et al. (ed.), ICANN 2012,
LNCS, vol. 7552, pp. 596–603. PDF
X. Hinaut, M. Petit, P.F. Dominey (2012) Online Language Learning to Perform and Describe Actions for Human-Robot Interaction. In: Szufnarowska J, editor. Proceedings of the Postgraduate Conference on Robotics and Development of Cognition. Lausanne, Switzerland. p. 59. PDF
Reviewer Activity:
Reviewer for PLoS ONE (since 2013)
Reviewer for ICANN (since 2014)
Reviewer for CogSci (since 2015)
Reviewer for Neural Networks (since 2015)
Reviewer for Intellectica (since 2016)
Reviewer for Frontiers in Neurorobotics and Frontiers in Psychology (since 2016):
journal.frontiersin.org/article/10.3389/fnbot.2016.00005
www.frontiersin.org/articles/10.3389/fpsyg.2017.00099
www.frontiersin.org/articles/10.3389/fnbot.2017.00070
Reviewer for ReScience (since 2016) rescience.github.io
Reviewer for Cognitive Computation (since 2016)