Rouat, Jean

Professeur, Faculté de génie
FAC. GÉNIE Électrique et informatique

Coordonnées

Courriel


819-821-8000, poste 63864


Site Web

Diplômes

(1996) Étude de la physiologie du système auditif. Post-doctorate (NA). Université de Lausanne.

(1995) Modélisation du système auditif. Post-doctorate (NA). Cambridge Life Sciences.

(1988) Analyse et reconnaissance de consonnes nasales, fricatives et liquides à l'aide de modèles statistiques et de réseaux procéduraux. Doctorate (Electrical Eng.). Univ. Sherbrooke GEGI - McGill School of Computer Science.

(1984) Utilisation de la quantification vectorielle sur un système de reconnaissance de parole continue à approche globale. Master's Thesis (Electrical Eng.). Université de Sherbrooke.

(1981) Modélisation de la propagation de la marée dans un estuaire. Bachelor's Equivalent (Maîtrise es science Physique). Université de Bretagne Occidentale.

Titres de compétence

(2004) Board of the technical IEEE committee on Machine Learning for Signal Processing. IEEE.

Elected Senior Member. IEEE- Institute of Electrical & Electronics Engineers.

ingénieur stagiaire. Ordre des Ingénieurs du Québec.

Expérience académique

(2015-2019) Principal researcher, director and coordinator. CHIST-ERA IGLU.

(2018) Guest Prof. Technishe Universitat Graz.

Présentation

Sujets de recherche

Auditory System, Computer Science and Statistics, Neuronal Modeling, Neuronal Systems, Shape Recognition and Computer Graphics, Visual System.

Disciplines de recherche

Biomedical Engineering and Biochemical Engineering, Electrical Engineering and Electronic Engineering, Neurosciences.

Mots-clés

Artificial Intelligence, Neural Networks, deep learning, machine learning, AI: learning for interaction and representations, Cognitive Computing, models of Audition & Vision, Neural Engineering, Computational Neuroscience, Perceptive Signal Processing, Digital Signal Processing for human interactions.

Intérêts de recherche

Multidisciplinary research in Neural Networks, Artificial Intelligence, Signal Processing

Langues parlées et écrites

Anglais, Français

Prix et distinctions

  • (2100) Elected Senior Member IEEE. IEEE- Institute of Electrical & Electronics Engineers. (Distinction).
  • (2018) Adjunct researcher INO. National Optics Institute. (Distinction).

Financement

Grant. (Awarded). Co-applicant. Développement et renforcement de stimulations électriques pour implants auditifs. Fonds de recherche du Québec - Nature et technologies (FRQNT). Équipe. 162000 $ (2018-2022).

Grant. (Awarded). Principal Applicant. Scene interpretation for sensory substitution and intelligent agents: a neurocomputational approach. Natural Sciences and Engineering Research Council of Canada (NSERC). Discovery. 120000 $ (2016-2021).

Grant. (Awarded). Principal Applicant. Fonds d'innovation pédagogique de l'université de Sherbrooke: Médiatisation et formation à distance en apprentissage machine et génie neuronal. University of Sherbrooke. FIP. 20000 $ (2018-2020).

Grant. (Awarded). Principal Applicant. INTEL Neuromorphic Research Community: Unsupervised regulation for the self-organized critical recurrent neural network project on Loihi. Intel (USA). travel and INRC for Loihi implementations. 1900 $ (2019).

Grant. (Awarded). Co-applicant. Équipement pour le projet développement et renforcement de stimulations électriques pour implants auditifs. Fonds de recherche du Québec - Nature et technologies (FRQNT). Recherche en équipe. 49620 $ (2018-2019).

Grant. (Awarded). Principal Applicant. GPU for spiking neural networks and deep learning. Nvidia. Donation for research. 5000 $ (2018).

Grant. (Awarded). Co-investigator. Multichannel neural signal recording instrumentation for the central auditory system. Canada Foundation for Innovation (CFI). John R. Evans Leaders Funds. 179038 $ (2016-2017).

Publications

Articles de revue

  • Jérôme Abdelnour* and Giampiero Salvi and Jean Rouat. (2019). CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. IEEE DataPort, http://dx.doi.org/10.21227/7x26-a025, [Online], DOI. (Published).
  • Jérôme Abdelnour* and Giampiero Salvi and Jean Rouat. (2019). From Visual to Acoustic Question Answering. arXiv:1902.11280v1, (Published).
  • Chanauria* N, Bharmauria V, Bachatène L, Cattan S, Rouat J, Molotchnikoff S. (2019). Sound induces change in orientation preference of V1 neurons: Audio-visual cross-influence. Neuroscience, 404(15 April), 48 - 61. DOI. (Published).
  • Sean UN Wood* and Jean Rouat. (2019). Unsupervised Low Latency Speech Enhancement with RT-GCC-NMF. IEEE Journal of Selected Topics In Signal Processing, DOI. (Published).
  • Belgoum*, Zakaria; Abdelnour* Jérôme , Brodeur* Simon , Rouat Jean. (2018). Audio dataset for Household Multimodal Environment (HoME). IEEE Dataport, http://dx.doi.org/10.21227/w77r-4902, [Online], DOI. (Published).
  • Brodeur*, Simon; Carrier*, Simon; Rouat, Jean. (2018). CREATE: Multimodal Dataset for Unsupervised Learning, Generative Modeling and Prediction of Sensory Data from a Mobile Robot in Indoor Environments. arXiv:1801.10214 [cs.RO], (Published).
  • Moinnereau, Marc-Antoine; Brienne, Thomas; Brodeur*, Simon; Rouat, Jean; Whittingstall Kevin, Plourde Eric. (2018). Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir. arXiv:1804.10322 [eess.SP], (Published).
  • Brodeur* S., Perez E., Anand A., Golemo F., Celotti* L, Strub F., Rouat J., Larochelle H., Courville A. (2018). HoME: a Household Multimodal Environment. arXiv:1711.11017 [cs.AI], (Published).
  • Wood* S, Rouat J, Dupont S, Pironkov* G. (2017). Blind Speech Separation and Enhancement with GCC-NMF. IEEE/ACM Transactions on Audio, Speech and Language Processing, 25(4), 3329-3341. (Published).
  • M. Adeli* M, Rouat J, Wood* S, Molotchnikoff S, Plourde E. (2016). A Flexible Bio-inspired Hierarchical Model for Analyzing Musical Timbre. IEEE/ACM Transactions on Audio, Speech, and Language Processing, PP(99), 875-889. (Published).
  • Erfani* Y, Pichevar R, Rouat J. (2016). Audio watermarking using spikegram and a two-dictionary approach. IEEE Transactions on Information Forensics and Security, 12(4), 840 - 852. (Published).
  • Chanauria* N, Bharmauria* V, Bachatene L, Cattan S, Rouat J, Molotchnikoff S. (2016). Comparative effects of adaptation on layer II‐III and layer V‐VI neurons in cat V1. European Journal of Neuroscience, 44(12), 3094-3104. DOI. (Published).
  • Bharmauria*, Bachatene L, Cattan S, Chanauria* N, Rouat J, Molotchnikoff S. (2016). High noise correlation between the functionally connected neurons in emergent V1 microcircuits. Exp Brain Res, 234(2), 523-532. (Published).
  • Bharmauria* V, Bachatene L, Ouelhazi A, Cattan S, Chanauria* N, Etindele-Sosso F, Rouat J, Molotchnikoff S. (2016). Interplay of orientation selectivity and the power of low- and high-gamma bands in the cat primary visual cortex. Neuroscience Letters, 620, 14-19. DOI. (Published).
  • Bharmauria* V, Bachatene L, Cattan S, Brodeur* S, Chanauria* N, Rouat J, Molotchnikoff S. (2016). Network‐selectivity and stimulus‐discrimination in the primary visual cortex: cell‐assembly dynamics. European Journal of Neuroscience, 43(2), 204-219. (Published).
  • Bachatene L, Bharmauria* V, Cattan S, Chanauria* N, Rouat J, Molotchnikoff S. (2015). Electrophysiological and firing properties of neurons: Categorizing soloists and choristers in primary visual cortex. Neuroscience Letters, 604, 103-108. (Published).
  • Bachatene L, Bharmauria* V, Cattan S, Rouat J, Molotchnikoff S. (2015). Modulation of functional connectivity following visual adaptation: Homeostasis in V1. Brain Research, 1594, 136-153. (Published).
  • Bachatene L, Bharmauria* V, Cattan S, Rouat J, Molotchnikoff S. (2015). Reprogramming of orientation columns in visual cortex: a domino effect. Nature Science Report, 5, 9436. (Published).
  • Bharmauria* V, Bachatene L, Cattan, S, Chanauria* N, Rouat J, Molotchnikoff S. (2015). Stimulus-dependant augmented gamma oscillatory activity between the functionally connected cortical neurons in V1. European Journal of Neuroscience, 41(12), 1587–1596. (Published).
  • Bachatene L, Bharmauria* V, Cattan S, Chanauria* N, Rouat J, Molotchnikoff S. (2015). Summation of connectivity strengths in the visual cortex reveals stability of neuronal microcircuits after plasticity. BMC Neuroscience, 16(1), (Published).
  • Adeli* M, Rouat J, Molotchnikoff S. (2014). Audiovisual correspondence between musical timbre and visual shapes. Frontiers in Human Neuroscience, 8(352), (Published).
  • Rouat J, Brodeur* S, Plourde E. (2014). Auditory object feature maps with a hierarchical network of independent components?. BMC Neuroscience, 15(Suppl 1), P66. (Published).
  • Bharmauria* V, Bachatene L, Cattan S, Rouat J, Molotchnikoff S. (2014). Synergistic activity between primary visual neurons. Neuroscience, 268, 255-264. (Published).
  • Brodeur* S, Rouat J. (2013). Auditory Objects: A Bio-Inspired, Hierarchical and Sparse High Dimensional Representation for use in Recognition. Objets Sonores: Une Représentation Bio-Inspirée, Hiérarchique, Parcimonieuse à Très Grandes Dimensions Utilisable En Reconnaissance. Canadian Acoustics / Acoustique Canadienne, arXiv:1311.5924, 41(2), 37-52. (Published).
  • Caron* L-C, D’Haene M, Mailhot F, Schrauwen B, Rouat J. (2013). Event management for large scale event-driven digital hardware spiking neural networks. Neural Networks, 45, 83-93. (Published).
  • de Ladurantaye*, V.; Lavoie*, J.; Bergeron*, J.; Parenteau*, M.; Lu, Huizhong; Pichevar, R.; Rouat, J. (2012). A Parallel Supercomputer Implementation of a Biological Inspired Neural Network and its use for Pattern Recognition. Journal of Physics: Conference Series, 341(1), 012024. DOI. (Published).
  • Bachatene L, Bharmauria*, Rouat J, Molotchnikoff S. (2012). Adaptation-induced plasticity and spike-waveforms in cat visual cortex. NeuroReport, 23, 88--92. (Published).
  • Molotchnikoff S and Rouat J. (2012). Brain at work: Time, Sparseness and Superposition Principles. Frontiers in Bioscience (Landmark Edition), 17(1), 583-606. (Published).
  • Lescal* D, Rouat J, Molotchnikoff S. (2011). Sensorial substitution system with encoding of visual objects into sounds. Canadian Acoustics, 39(3), 106-107. (Published).

Livres

  • Stéphane Molotchnikoff and Jean Rouat. (2012). Visual Cortex - Current Status and Perspectives (ISBN: 978-953-51-076). Intech. (Published).

Chapitres de livre

  • deLadurantaye* V and Rouat J and Vanden-Abeele J. (2012). Models of information processing in the visual cortex. Molotchnikoff S and Rouat J Visual Cortex (1, 1, 1 - 15). Canada : INTECH. (Published).

Rapports

  • Rouat, Jean. (2019). IGLU, Interactive Grounded Language Understanding, Last year and dissemination activities report. Université de Sherbrooke. 190 p.
  • Rouat, Jean. (2018). IGLU, Interactive Grounded Language Understanding, Second year and dissemination activities report. Université de Sherbrooke. 249 p.
  • Rouat, Jean. (2017). IGLU, Interactive Grounded Language Understanding, First year and dissemination activities report. Université de Sherbrooke. 123 p.

Ressources en ligne

  • Zakaria Belgoum; Jérôme Abdelnour; Simon Brodeur; Jean Rouat. (2018). Audio dataset for Household Multimodal Environment (HoME). Site Web. DOI.
  • Brodeur, Simon ; Carrier, Simon ; Rouat, Jean. (2018). CREATE: Multimodal Dataset for Unsupervised Learning, Generative Modeling and Prediction of Sensory Data from a Mobile Robot in Indoor Environments. Site Web. DOI.
  • Brodeur, Simon; Perez, Ethan; Anand, Ankesh; Golemo, Florian; Celotti, Luca ; Strub, Florian; Rouat, Jean; Larochelle, Hugo ; Courville, Aaron. (2017). HoME: a Household Multimodal Environment. Site Web.

Articles de conférence

  • Prince-Tremblay*, Jordan; Balafrej*, Ismaël; Labelle, Félix; Martel-Denis, Félix; Matte, Éric; Chouinard-Beaupré, Julien; Letourneau, Adam; Mercier-Nicol, Antoine; Brodeur, Simon; Ferland, François; Rouat, Jean. (2018). A Cooperative Visually Grounded Dialogue Game with a Humanoid Robot. https://nips.cc/Conferences/2018/Schedule?showEvent=12165, (Published).
  • Abdelnour*, Jérôme; Salvi, Giampiero; Rouat Jean. (2018). CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. https://nips2018vigil.github.io, (Published).
  • Moinnereau* M-A, Brienne T, Brodeur* S, Rouat J, Whittingstall K, Plourde E. (2018). Classification Of Auditory Stimuli From EEG Signals with a Regulated Recurrent Neural Network Reservoir. IEEE Proceedings of the MLSP workshop, (Submitted).
  • Brodeur* S, Perez E, Anand A, Golemo F, Celotti* L, Strub F, Rouat J, Larochelle H, Courville A. (2018). HoME: a Household Multimodal Environment. OpenReview.net, [Online]. (Published).
  • Celotti*, Luca; Brodeur*, Simon; Rouat, Jean. (2018). Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. https://nips2018vigil.github.io, (Published).
  • Commère*, Louis; Wood*, Sean; Rouat, Jean. (2018). Sensory substitution of vision by audition for the visually impaired. Neurosymposium 2018. Canada, (Accepted).
  • Commère*, Louis; Grond, Florian; Côté, François; Rouat, Jean. (2018). Sonification Of 3D Point Clouds For Substitution Of Vision By Audition For Blind Users. Proceedings of the 24th int. conf. on Auditory display, United States, 256-258. DOI. (Published).
  • El Ferdaoussi*, A.; Brodeur*, S., Calvet*, E.; Abdelnour*, J.; Richan*, E.; Bharmauria*, V.; Bachatène, L.; Charnauria*, N.; Molotchnikoff, S.; Rouat, J. (2018). Study of the emergence of cortical maps in large-scale simulation of the primary visual cortex. NeuroSymposium 2018. Canada, (Published).
  • Richan*, Etienne; Rouat, Jean. (2018). Towards translating perceptual distance from hearing to vision using neural networks. TIMBRE 2018: timbre is a many splendored thing proceedings, Canada, 59-60. DOI. (Accepted).
  • J. Abdelnour*, S. Brodeur*, M. Brousmiche*, L. Celotti*, J. Civera, A. Courville, J.-B. Delbrouck, H. de Vries, S. Dupont, F. Golemo, O. Mastropietro, P. Azagra, A. C. Murillo, P.Y. Oudeyer, O. Pietquin, B. Piot, G. Pironkov, J. Rouat, G. Salvi, O. Seddati, F. Strub, S. Wood*. (2018). Year 2 of Interactive Grounded Language Understanding. CHIST-ERA Projects Seminar 2018. France, (Published).
  • Chanauria* N, Bharmauria V, Bachatene L, Etindele Sosso F, Rouat J, Molotchnikoff S. (2017). Co-ordinated adaptive changes of layer 2/3 and layer 5/6 multiunit activity (MUA) orientation tuning in the cat visual cortex. Abstract's book of the society of Neuroscience, 227.21 / CC15. (Published).
  • Brodeur* S, Perez E, Anand A, Golemo F, Celotti* L, Strub F, Rouat J, Larochelle H, Courville A. (2017). HoME: a Household Multimodal Environment. NIPS 2017 workshop, (Published).
  • Brodeur* S, Rouat J. (2017). Optimality of Inference in Hierarchical Coding for Distributed Object-Based Representations. 15th. IEEE Canadian Workshop on Information Theory (CIWT), 1 -- 5. (Published).
  • Brodeur* S, Celotti* L, Rouat J. (2017). Proposal of a Generative Model of Event-based Representations for Grounded Language Understanding. proceedings of first int. workshop on Grounding Language Understanding, 81 -- 86. (Published).
  • Wood* S, Rouat J. (2017). Real-Time Speech Enhancement with GCC-NMF. ISCA Proceedings, 2665--2669. (Published).
  • Wood* S, Rouat J. (2017). Real-Time Speech Enhancement with GCC-NMF: Demonstration on the Raspberry Pi and NVIDIA Jetson. proceedings of INTERSPEECH, 2048--2049. (Published).
  • Wood* S, Rouat J. (2017). Towards GCC-NMF Speech Enhancement for Hearing Assistive Devices: Reducing Latency with Asymmetric Windows. Proceedings of the CHAT conf., 83 -- 88. (Published).
  • Wood* S, Rouat J. (2016). Blind Speech Separation with GCC-NMF. Proceedings of INTERSPEECH, (Published).
  • Chanauria* N, Bharmauria* V, Bachatène L, Cattan S, Etindele-Sosso F, Rouat J, Molotchnikoff S. (2016). Intriguing! Auditory stimulus shifts orientation selectivitity of visual neurons in cat V1. Society for Neuroscience Meeting, 434.08 / SS16. (Published).
  • Séguin-Godin* G, Mailhot F, Rouat J. (2015). Efficient event-driven approach using synchrony processing for hardware spiking neural networks. Proceedings of IEEE-ISCAS, 2696-2699. (Published).
  • Siahpoush* S, Erfani* Y, Rode T, Lim H, Rouat J, Plourde E. (2015). Improving neural decoding in the central auditory system using bio-inspired spectro-temporal representations and a generalized bilinear model. proceedings of the IEEE EMBS, 5146-5150. (Published).
  • Rouat J, Brodeur* S, Plourde E. (2014). Auditory object feature maps with a hierarchical network of independent components?. BMC Neuroscience, BioMed Central Ltd, 2014, 15, 66. (Published).
  • Rouat J, Lescal* D, Wood* S. (2014). Handheld device for substitution from vision to audition. Proceedings ICAD, (Published).
  • Adeli* M, Rouat J, Molotchnikoff S. (2014). On the importance of correspondence between shapes and timbre. Proceedings of ICAD, (Published).
  • Erfani* Y, Pichevar R, Rouat, J. (2013). Audio tampering localization using modified iss watermarking in sparse-domain. Proceedings of the IEEE GlobalSIP, 249 - 252. (Published).
  • Lescal* D, Rouat J, Voix J. (2013). Sensorial substitution system from vision to audition using transparent digital earplugs. Proceedings of Meetings on Acoustics, Journal of the Acoustical Society of America, Vol. 19, nb 1, 1.4799670. (Published).
  • More conferences that are not listed in details here. They are abstract publications (or poster presentations). My graduate students, my collaborators and myself are authors. Some conferences were invited (CHIST-ERA, CAA). (2013). more than 20 inter. conferences with selections on abstracts, Annual Meetings of the Society For Neuroscience, Annual CHIST-ERA Conference seminars, annual meetings FRSQ de Recherche en Santé de la Vision,. European Conference on Complex Systems Satellite meeting on Information Processing with Recurrent Dynamical Systems: Theory and Experiment, International Workshop on Neuromorphic and Brain-Based Computing Systems, etc. (Published).
  • Seyedin* S, Pichevar R, Rouat J. (2012). Discriminative sparse-based Feature extraction and Dictionary Learning for Sound Classification Applications. Proceedings of ISSPA, 1330 - 1335. (Published).
  • Lescal* D, Caron* L-C, Rouat J. (2012). Neural Visual Objects Enhancement For Sensorial Substitution from Vision to Audition. IEEE Conf. Proceedings of ISSPA, 1074 - 1079. (Published).
  • Brodeur* S, Rouat J. (2012). Regulation toward Self-Organized Criticality in a Recurrent Spiking Neural Reservoir. Artificial Neural Networks and Machine Learning - ICANN2012, Volume 7552 of the Springer series LNCS, 547-554. (Published).
  • de Ladurantaye* V, Lavoie* J, Parenteau* M, Bergeron* J, Lu* H, Pichevar R, Rouat J. (2011). A Parallel Supercomputer Implementation of a Biological Inspired Neural Network and its use for Pattern Recognition. Journal of Physics: Conference Series 341 (2012) 012024, IOP Publishing, (Published).
  • Caron* L-C, Mailhot F, Rouat J. (2011). FPGA implementation of a spiking neural network for pattern matching. Proceedings of ISCAS, 649 - 652. (Published).
  • Rouat J, Loiselle* S, Molotchnikoff S. (2011). Variable Frame Rate Hierarchical Analysis for Robust Speech Recognition. Proceedings IROS, 518 - 523. (Published).

Propriétés intellectuelles

Patents

  • Rouat, J.; Caron*, L.-C; de Ladurantaye*, V., Mailhot, F.; Bergeron*, J. (2017). Method, system and aggregation engine for providing structural representations of physical entities. 2,835,701. Canada. (Granted/Issued).
  • Rouat J, Bergeron* J, Caron* LC, de Ladurantaye* V, Mailhot F. (2016). Method, system and aggregation engine for providing structural representations of physical entities. 9,317,540. United States. (Granted/Issued).
  • Rouat J, Pichevar* R, Loiselle* S, Le* T, Hoang* A, Lavoie*J, Bergeron* J. (2014). Spatio-Temporal Pattern Recognition Using A Spiking Neural Network And Processing Thereof On A Portable And/Or Distributed Computer. 2,642,041. Canada. (Granted/Issued).
  • Rouat J, Pichevar* R, Loiselle* S, Le* T, Hoang* A, Lavoie*J, Bergeron* J. (2013). Spatio-Temporal Pattern Recognition Using A Spiking Neural Network And Processing Thereof On A Portable And/Or Distributed Computer. 8,346,692. United States. (Granted/Issued).
  • Mailhot F, Séguin-Godin* G, Rouat J. Method and System for event based neural networks. PCT/CA2016/050579. United States. (Pending).

Autres contributions

Cours enseignés

  • Intelligence artificielle bio-inspirée. GEI792. Niveau : Undergraduate.
  • Intelligence artificielle probabiliste. GEI791. Niveau : Undergraduate. (2CR).
  • Neurosciences computationnelles et applications en traitement de l'information. GEI723. Niveau : Graduate. (3CR).
  • Sensation et Perception. GIF480. Niveau : Undergraduate. (2CR).
  • Techniques avancées en analyse, représentation et filtrage des signaux. GEI787. Niveau : Graduate.

Gestion d'évènements

  • Coordinator. (2015-2018). Bi-annual workshops of the CHIST-ERA IGLU consortium. They are held 2 times/year in Europe . The first was in Lille, France in Nov. 2015, the second was in Mons, Belgium in June 2016, the next is scheduled in Barcelone, Spain in December 2016, etc. (Workshop).
  • Co-organizer. (2018). Interactive Learning for Multimodal Communicative Robots, IROS 2018, Workshop, Madrid, to be submitted. (Workshop).
  • Coordinator. (2018). CHIST-ERA HLU, Human Language Understanding and Grounding, "Summer school" ANR Paris, France. (Seminar).
  • co-organizer. (2017). International Workshop on Grounding Language Understanding (GLU2017), KTH, Stockholm, Sweden. (Conference).
  • Co-organizer. (2014-2017). Workshops on Sonification and Sensory Substitution organized on regular bases at CIRMMT (Centre for Interdisciplinary Research in Music Media and Technology). (Seminar).
  • Co-organizer. (2011-2016). Bi-annual NECOTIS research workshops on bridging neuroscience and engineering. (Workshop).

Activités de collaboration internationale

  • Director & Coordinator. (2015-2018). Sweden. I am the coordinator and leader of the CHIST-ERA IGLU (Interactive Grounded Language Understanding) consortium that comprises 7 research teams with international reputations from 5 countries (MILA lab - UdeM; NECOTIS - UdeS; KTH, Sweden; MONS Univ., Belgium; Lille1 Univ. & INRIA Bordeaux, France; Zaragoza Univ., Spain & Sheffield Univ, UK). I am in charge of the administration, of the legal aspects, of the organization and of the academic and scientific orientations of the consortium.

Les informations disponibles dans la base de données Expertus sont tirées du CV commun canadien.