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Here you can find source code and data (corpora, ...) from my publications.

Please do not hesitate to contact me for more information on the corpora and source codes.

The Python implementation of our PLoS ONE (2013) paper needs MPD and Oger librairies:
- Modular toolkit for Processing Data (MPD): use Python 2.x version (not Python 3)
- OrGanic Environment for Reservoir computing (Oger) toolbox
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Corpus constituted of 462 pairings (grammatical constructions, "role-SW-mappings" (i.e. thematic roles for each semantic word)). This corpus was generated in order to have all the possible ordering of semantic words in a sentence (6 at max). Each construction could have 0 or 1 relative clause. This corpus was published in my PLoS ONE 2013 paper. It was also used in my ICANN 2012 and ICANN 2014 papers.   Mar 13, 2015, 7:18 AM Xavier Hinaut
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This corpus was used in my PLoS ONE 2013 paper. Corpus constituted of 90k (90582) pairings (grammatical constructions, "role-SW-mappings" (i.e. thematic roles for each semantic word)). This corpus was generated to have a grammar closer to English than the 462 corpus, allowing only correct English word orders (not all of them like in corpus 462). Each construction could have 0 or 1 relative clause. There is a lot of variations of different grammatical constructions. There is 2043 different unique "role-SW-mappings" (i.e. unique output vectors).This corpus has a lot of variability, allowing: (1) incomplete "role-SW-mappings" (e.g. "The apple was eaten.", no Agent), (2) reduced relatives (e.g. "The girl the boy kisses.", no "that"), (3) 12% of ambiguous constructions (i.e. 1 input -> 2 possible outputs), (4) multiple variations of grammatical constructions (e.g. proper/common nouns, who/whom/that, ...), etc.  1294k v. 2 Mar 13, 2015, 7:28 AM Xavier Hinaut
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Videos used in the user experiment published in Hinaut et al. (2014) Frontiers in Neurorobotics. Theses videos were also used for the Hinaut et al. (2015) Cognitive Computation NIPS workshop paper.  Oct 4, 2016, 8:53 AM Xavier Hinaut
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Videos used for the user experiment in Hinaut et al. (2014) Frontiers in NeuroRobotics paper. Data also used in Hinaut et al. (2015) Cognitive Computation NIPS workshop.  Oct 4, 2016, 8:57 AM Xavier Hinaut
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Read-me file explaining how to install and use the Python code of Syntactic Reservoir Model, given in supplementary material of PLoS ONE 2013 paper.  Mar 5, 2015, 9:04 AM Xavier Hinaut
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This is the source code (Python) given in supplementary material of our PLoS ONE paper of 2013. It enables to reproduce experiments of the paper and gives a full access to the model: you will be able to modify all the parameters and change the model. It uses Python libraries like Numpy, and also uses the Oger toolbox developed within the EU FP7 Organic (2009-2013) project.  Mar 5, 2015, 12:36 AM Xavier Hinaut