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TCTS Lab Staff
 
 

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Matthieu Duvinage

[Groups] [Publications]

Researcher, PhD  

University of Mons (UMONS) 
Engineering Faculty of Mons (FPMs) 

Numediart Research Institute  
Infortech Research Institute  
TCTS Lab  
31, Boulevard Dolez  
B-7000 Mons (Belgium)  

phone: +32 65 37 47 40  
fax: +32 65 374729  
matthieu.duvinage


As a TIME student, Matthieu Duvinage holds an Electrical Engineering degree from the Faculté Polytechnique of Mons (UMons, Belgium, 2009) and one degree from SUPELEC (France, 2009). His master thesis was performed at the Multitel research center (Mons, Belgium) and dealt with robust low complexity speech recognition using frame dropping based on voicing information and clustering techniques. He also holds a degree of fundamental and applied physics from Paris Sud XI Orsay (France, 2009) and a degree of management science from the School of Management at the University of Louvain (UCLouvain, 2011). His Master thesis in Finance was nominated to the ING Belgian Thesis Award and dealt with proper statistical assessment of intraday trading strategies. In 2010, he obtained an F.R.S-FNRS grant for pursuing a PhD thesis about the development of a lower limb prosthesis driven by a neural command in close partnership with the Université Libre de Bruxelles (ULB). Other main research interests are statistical assessment of saliency modeling techniques and quantitative finance. He received his PhD in 2014.
Groups :

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Publications :

Books or chapter in book

2011
G. CHERON, M. DUVINAGE, T. CASTERMANS, F. LEURS, A.M. CEBOLLA, A. BENGOETXEA, C. DE SAEDELEER, M. PETIEAU, T. HOELLINGER, K. SEETHARAMAN, J.-P. DRAYE, B. DAN, 2011, "Recurrent Neural Networks for Temporal Data Processing", Recurrent Neural Networks, chapter 5, pp.67-80.

PhD Dissertation

2014
M. DUVINAGE, 2014, "Towards Effective Non-Invasive Brain-Computer Interfaces Dedicated to Ambulatory Applications - Theoretical and practical contributions oriented to the control of a lower limb orthosis", PhD thesis supervised by Prof. T. Dutoit and Dr. T. Castermans, Juin 2014.

Patents

2013
T. CASTERMANS, T. DUTOIT, M. DUVINAGE, 2013, "Method to Determine an Artificial Limb Movement from an Electroencephalographic Signal", US2013046715 (A1).
2012
M. DUVINAGE, T. CASTERMANS, T. DUTOIT, 2012, "Method for Determining an Artificial Periodic Patterned Signal", WO2012107096 (A1).

Regular Papers in Journals

2014
T. CASTERMANS, M. DUVINAGE, G. CHERON, T. DUTOIT, 2014, "About the cortical origin of the low-delta and high-gamma rhythms observed in EEG signals during treadmill walking", Neuroscience Letters, Available online 8 January 2014, doi:10.1016/j.neulet.2013.12.059.
M. DUVINAGE, P. MAZZA, M. PETITJEAN, 2014, "Testing the profitability of contrarian trading strategies based on the overreaction hypothesis", in Bankers, Markets and Investors.
2013
T. CASTERMANS, M. DUVINAGE, 2013, " Corticomuscular coherence revealed during treadmill walking: another evidence of supraspinal control in human locomotion", Journal Club of Journal of Physiology, [IF=4.9].
T. HOELLINGER, M. PETIEAU, M. DUVINAGE, T. CASTERMANS, K. SEETHARAMAN, A.M. CEBOLLA, A. BENGOETXEA, Y. IVANENKO, B. DAN, G. CHERON, 2013, "Biological oscillations for learning walking coordination: dynamic recurrent neural network functionally models physiological central pattern generator", Frontiers in Computational Neuroscience, 29 May 2013, doi:10.3389/fncom.2013.00070, [IF=2.15].
M. DUVINAGE, T. CASTERMANS, M. PETIEAU, T. HOELLINGER, G. CHERON, T. DUTOIT, 2013, "Performance of the Emotiv Epoc headset for P300-based applications", BioMedical Engineering OnLine, Volume 12:56, Published: 25 June 2013, doi:10.1186/1475-925X-12-56.
N. RICHE, M. MANCAS, M. DUVINAGE, M. MIBULUMUKINI, B. GOSSELIN, T. DUTOIT, 2013, "RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis", Signal Processing: Image Communication, issn:0923-5965, doi:10.1016/j.image.2013.03.009.
M. DUVINAGE, P. MAZZA, M. PETITJEAN, 2013, "The intraday performance of market timing strategies and trading systems based on Japanese candlesticks", Quantitative Finance, [Ranked C-CNRS/C-ABS].
T. CASTERMANS, M. DUVINAGE, G. CHERON, T. DUTOIT, 2013, "Towards Effective Non-Invasive Brain-Computer Interfaces Dedicated to Gait Rehabilitation Systems", Brain Sciences, 2014; 4(1):1-48. doi:10.3390/brainsci4010001.
2012
G. CHERON, M. DUVINAGE, C. DE SAEDELEER, T. CASTERMANS, A. BENGOETXEA, M. PETIEAU, K. SEETHARAMAN, T. HOELLINGER, B. DAN, T. DUTOIT, F. SYLOS LABINI, F. LACQUANITI, Y. IVANENKO, 2012, "Forthcoming Strategies for Clinical Translation in Neurorehabilitation: From spinal central pattern generators to cortical network: integrated BCI for walking rehabilitation", Neural Plasticity [IF=2], Volume 2012, Article ID 375148, doi:10.1155/2012/375148.
M. DUVINAGE, T. CASTERMANS, R. JIMÉNEZ-FABIÁN, T. HOELLINGER, M. PETIEAU, O. VERLINDEN, G. CHERON, T. DUTOIT, 2012, "Human Walk Modeled by PCPG to Control a Lower Limb Neuroprosthesis by High-Level Commands", Journal of Systemics, Cybernetics and Informatics, volume 10, number 3, pp. 70-80, [Extended version of the 5% best IMCIC'11], Open Access Article.
T. CASTERMANS, M. DUVINAGE, M. PETIEAU, T. HOELLINGER, C. DE SAEDELEER, K. SEETHARAMAN, A. BENGOETXEA, G. CHERON, T. DUTOIT, 2012, "Optimizing the performances of a P300-based Brain-Computer Interface in ambulatory conditions", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 4, n. 4, December 2011, pp. 566 - 577.
2010
C. MÜHL, H. GÜRKÖK, D. PLASS-OUDE BOS, M.E. THURLINGS, L. SCHERFFIG, M. DUVINAGE, A.A. ELBAKYAN, S. KANG, M. POEL, D.K.J. HEYLEN, 2010, "Bacteria Hunt: Evaluating multi-paradigm BCI interaction", Journal on Multimodal User Interfaces (JMUI), Springer Berlin/Heidelberg.

Papers in Conference Proceedings

2013
M. DUVINAGE, T. CASTERMANS, M. PETIEAU, T. HOELLINGER, K. SEETHARAMAN, G. CHERON, T. DUTOIT, 2013, "A Preliminary Fundamental Study of Ambulatory SSVEP", Proceedings of the TOBI IV workshop, Sion, Switzerland, January 23-25.
M. DUVINAGE, J. CUBETA, T. CASTERMANS, M. PETIEAU, T. HOELLINGER, G. CHERON, T. DUTOIT, 2013, "A Quantitative Comparison of the Most Sophisticated EOG-based Eye Movement Recognition Techniques", Proceedings of the IEEE SSCI series, Singapore, April 16-19.
N. RICHE, M. DUVINAGE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2013, "A study of parameters affecting visual saliency assessment", Proceedings of the 6th International Symposium on Attention in Cognitive Systems (ISACS'13) , Beijing, China, August 3-5.
T. CASTERMANS, M. DUVINAGE, N. RICHE, 2013, "Online emotion classification from electroencephalographic signals : a first study conducted in a realistic movie theater", 12th International Conference on Artificial Intelligence and Soft Computing ICAISC 2013, Zakopane, Pologne, June 9-13.
N. RICHE, M. DUVINAGE, M. MANCAS, B. GOSSELIN, T. DUTOIT, 2013, "Saliency and Human Fixations: State-of-the-art and Study of Comparison Metrics", Proceedings of the 14th International Conference on Computer Vision (ICCV 2013), Sydney, Australia, December 1-8.
2012
M. DUVINAGE, T. CASTERMANS, R. JIMÉNEZ-FABIÁN, T. HOELLINGER, C. DE SAEDELEER, M. PETIEAU, K. SEETHARAMAN, G. CHERON, O. VERLINDEN, T. DUTOIT, 2012, "A Five-State P300-based Foot Lifter Orthosis: Proof of Concept", Proceedings of the 3rd IEEE Biosignals and Biorobotics conference (ISSNIP), Manaus, Brazil, January 9-11.
M. DUVINAGE, T. CASTERMANS, M. PETIEAU, T. HOELLINGER, C. DE SAEDELEER, K. SEETHARAMAN, G. CHERON, T. DUTOIT, 2012, "A P300-Based Quantitative Comparison Between the Emotiv Epoc Headset and a Medical EEG Device", Proceedings of the 9th IASTED International Conference on Biomedical Engineering.
M. DUVINAGE, T. CASTERMANS, M. PETIEAU, K. SEETHARAMAN, T. HOELLINGER, G. CHERON, T. DUTOIT, 2012, "A Subjective Assessment of a P300 BCI System for Lower-Limb Rehabilitation Purposes", Proceedings of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2012), San Diego, USA, August 28 - September 1.
M. DUVINAGE, T. CASTERMANS, M. PETIEAU, G. CHERON, T. DUTOIT, 2012, "Are current gait-related artifact removal techniques useful for low-complexity BCIs?", IEEE World Congress On Computational Intelligence (IEEE WCCI), Brisbane, Australia, June 10-15, doi:10.1109/IJCNN.2012.6252754.
T. CASTERMANS, M. DUVINAGE, G. CHERON, T. DUTOIT, 2012, "EEG AND HUMAN LOCOMOTION: Descending Commands and Sensory Feedback should be Disentangled from Artifacts Thanks to New Experimental Protocols", Proceedings of the 5th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), Vilamoura, Algarve, Portugal, February 1-4.
L. BOUGRAIN, M. DUVINAGE, E. KLEIN, 2012, "Inverse reinforcement learning to control a robotic arm using a Brain-Computer Interface", Proceedings of the 8th International Summer Workshop on Multimodal Interfaces - eNTERFACE'12, pp. 83-88, July, Metz, France.
Q. OGGERO, O. VERLINDEN, R. JIMÉNEZ-FABIÁN, M. DUVINAGE, T. CASTERMANS, A. CLARINVAL, C. ENGEL, 2012, "Prototype of active ankle orthosis with specific actuator design and capitalizing on additive manufacturing", Proceedings of the HFR2012 – 5th International Workshop on Human-Friendly Robotics, Brussels, Belgium, October 18-19.
2011
M. DUVINAGE, R. JIMÉNEZ-FABIÁN, T. CASTERMANS, O. VERLINDEN, T. DUTOIT, 2011, "An active foot lifter orthosis based on a PCPG algorithm", Proceedings of the IEEE 12th International Conference on Rehabilitation Robotics (ICORR 2011), ETH Zurich, Switzerland, June 29 - July 1, pp 116-122.
T. CASTERMANS, M. DUVINAGE, T. HOELLINGER, M. PETIEAU, T. DUTOIT, G. CHERON, 2011, "An analysis of EEG signals during voluntary rhythmic foot movements", Proceedings of the 5th International IEEE/EMBS Neural Engineering Conference, Fiesta Americana Grand Coral Beach Cancun, Mexico, April 27 - May 1, pp. 584-587, doi:10.1109/NER.2011.5910616.
M. DUVINAGE, T. CASTERMANS, T. DUTOIT, 2011, "Control of a lower limb active prosthesis with eye movement sequences", Proceedings of the IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), Paris, France, April 11-15, pp. 136-142, doi:10.1109/CCMB.2011.5952116.
M. DUVINAGE, T. CASTERMANS, T. HOELLINGER, J. REUMAUX, 2011, "Human Walk Modeled by PCPG to Control a Lower Limb Neuroprosthesis by High-Level Commands", Proceedings of the 2nd International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2011), March 27-30, Orlando, Florida, USA [Best Session Paper].
G. CHERON, O. VERLINDEN, T. DUTOIT, A. CLARINVAL, C. RUSTIN, R. JIMÉNEZ-FABIÁN, T. CASTERMANS, M. DUVINAGE, C. DE SAEDELEER, M. PETIEAU, 2011, "Integrated Development of an Intellignet Customised Foot Orthosis", 10th Belgian Day on Biomedical Engineering, joint meeting with IEEE EMBS Benelux Chapter, Brussels, Belgium.
D. PLASS-OUDE BOS, M. DUVINAGE, O. OKTAY, J. DELGADO SAA, H. GURULER, A. ISTANBULLU, M. VAN VLIET, B. VAN DE LAAR, M. POEL, L. ROIJENDIJK, L. TONIN, A. BAHRAMISHARIF, B. REUDERINK, 2011, "Looking Around with your brain in a virtual world", Proceedings of the IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB), Paris, France, April 11-15, pp. 106-113, doi:10.1109/CCMB.2011.5952110.
M. DUVINAGE, T. CASTERMANS, T. HOELLINGER, G. CHERON, T. DUTOIT, 2011, "Modeling Human Walk by PCPG for Lower Limb Neuroprosthesis Control", Proceedings of the 5th International IEEE/EMBS Neural Engineering Conference, Fiesta Americana Grand Coral Beach, Cancun, Mexico, April 27 - May 1, pp. 317-321, doi:10.1109/NER.2011.5910551.
D. PLASS-OUDE BOS, B. VAN DE LAAR, M. DUVINAGE, O. OKTAY, J. DELGADO SAA, M. VAN VLIET, M. POEL, L. ROIJENDIJK, A. BAHRAMISHARIF, B. REUDERINK, 2011, "Wild Photoshoot: Applying overt and covert attention: Workshop", Neuroscience Letters Conference Abstract, Society of applied neuroscience (SAN2011), Thessaloniki, Greece, page 26-27.
2010
D. PLASS-OUDE BOS, M. DUVINAGE, O. OKTAY, J. DELGADO SAA, H. GURULER, A. ISTANBULLU, M. VAN VLIET, B. VAN DE LAAR, M. POEL, L. ROIJENDIJK, L. TONIN, A. BAHRAMISHARIF, B. REUDERINK, 2010, "Looking Around with Your Brain in a Virtual World", Proceedings of the 6th International Summer Workshop on Multimodal Interfaces - eNTERFACE'10, Amsterdam, The Netherlands, Volume 2, pp. 12-23.
M. DUVINAGE, J.Y. PARFAIT, 2010, "Reconnaissance vocale basée sur les phonÚmes voisés", Actes des 28emes Journées d'Etude sur la Parole (JEP 2010), pages 257-260, 25-28 mai, 2010, Mons, Belgique.
2009
C. MÜHL, H. GÜRKÖK, D. PLASS-OUDE BOS, M.E. THURLINGS, L. SCHERFFIG, M. DUVINAGE, A.A. ELBAKYAN, S. KANG, M. POEL, D.K.J. HEYLEN, 2009, "Bacteria Hunt: A multimodal, multiparadigm BCI game", Proceedings of the 5th International Summer Workshop on Multimodal Interfaces - eNTERFACE'09, pp. 41-62, July 13th - August 7th, 2009, Genoa, Italy.

Technical Reports

2012
T. CASTERMANS, M. DUVINAGE, N. RICHE, 2012, "Emotive Cinema", QPSR of the numediart research program, volume 5, n° 1, March 2012, pp. 7–14.

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