Profil

Duvinage Matthieu

Université de Mons - UMONS > Faculté Polytechnique > Information, Signal et Intelligence artificielle


Main Research Fields
Laboratory medicine & medical technology
Physics
Electrical & electronics engineering
Finance
Architecture
Main Keywords
BCI, Eye Movements, Foot Drop, Human Locomo- tion, PCPG, Phase-resetting, Prosthesis, Stroke.; biomechanics -medical/clinical engineering; Brain-Computer Interface, P300, walk, artifact, spatial filter; Brain-Computer Interfaces; Brain-Computer Interfaces, Human Gait, PCPG, Neuroprosthesis, Rehabilitation.;
Main Unit & Research Centers
BIOSYS - Biosys
CREMH - Mind & Health
Main Co-authors
Castermans, Thierry 
Cheron, Guy 
DUTOIT, Thierry 
Hoellinger, Thomas
Petieau, Mathieu

Publications (total 37)

The most downloaded
9 downloads
Riche, N., Mancas, M., Duvinage, M., Mibulumukini, M., Gosselin, B., & Dutoit, T. (2013). RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis. Signal Processing: Image Communication. https://hdl.handle.net/20.500.12907/41518
The most cited
197 citations (Scopus®)
Duvinage, M., Castermans, T., Petieau, M., Hoellinger, T., Cheron, G., & Dutoit, T. (2013). Performance of the Emotiv Epoc headset for P300-based applications. BioMedical Engineering OnLine. https://hdl.handle.net/20.500.12907/26621

Duvinage, M., Cubeta, J., Castermans, T., Petieau, M., Hoellinger, T., Cheron, G., & Dutoit, T. (In press). A Quantitative Comparison of the Most Sophisticated EOG-based Eye Movement Recognition Techniques. Paper presented at IEEE SSCI series, Singapour, Singapore.

Castermans, T., Duvinage, M., Cheron, G., & Dutoit, T. (In press). EEG AND HUMAN LOCOMOTION: Descending Commands and Sensory Feedback Should be Disentangled From Artifacts Thanks to New Experimental Protocols (Position Paper). Paper presented at International Conference on Bio-inspired Systems and Signal Processing, subconference of the 5th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2012), Vilamoura, Algarve, Portugal.

Castermans, T., Duvinage, M., Cheron, G., & Dutoit, T. (2014). About the cortical origin of the low-delta and high-gamma rhythms observed in EEG signals during treadmill walking. Neuroscience Letters.
Peer Reviewed verified by ORBi

Castermans, T., Duvinage, M., Cheron, G., & Dutoit, T. (01 January 2014). Towards effective non-invasive brain-computer interfaces dedicated to gait rehabilitation systems. Brain Sciences, 4 (1), 1-48.
Peer reviewed

Duvinage, M., Castermans, T., Petieau, M., Hoellinger, T., Cheron, G., & Dutoit, T. (2013). Performance of the Emotiv Epoc headset for P300-based applications. BioMedical Engineering OnLine.
Peer reviewed

Riche, N., Mancas, M., Duvinage, M., Mibulumukini, M., Gosselin, B., & Dutoit, T. (2013). RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis. Signal Processing: Image Communication.
Peer Reviewed verified by ORBi

Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). Saliency and Human Fixations: State-of-the-art and Study of Comparison Metrics. Paper presented at international Computer Vision, Sydney, Australia.

Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). A study of parameters affecting visual saliency assessment. Paper presented at 6th International Symposium on Attention in Cognitive Systems, Beijing, China.

Castermans, T., Duvinage, M., & Riche, N. (2013). Online emotion classification from electroencephalographic signals : a first study conducted in a realistic movie theater. Paper presented at 12th International Conference on Artificial Intelligence and Soft Computing ICAISC 2013, Zakopane, Poland.

Hoellinger, T., Petieau, M., Duvinage, M., Castermans, T., Seetharaman, K., Cebolla, A. M., Bengoetxea, A., Ivanenko, Y., Dan, B., & Cheron, G. (2013). Biological oscillations for learning walking coordination: dynamic recurrent neural network functionally models physiological central pattern generator. Frontiers in Computational Neuroscience.
Peer reviewed

Duvinage, M., Cubeta, J., Castermans, T., Petieau, M., Hoellinger, T., Cheron, G., & Dutoit, T. (2013). A Quantitative Comparison of the Most Sophisticated EOG-based Eye Movement Recognition Techniques. Paper presented at IEEE SSCI series, Singapour, Singapore.

Castermans, T., & Duvinage, M. (2013). Corticomuscular coherence revealed during treadmill walking: another evidence of supraspinal control in human locomotion. Journal of Physiology.
Peer Reviewed verified by ORBi

Duvinage, M., mazza, P., & Petitjean, M. (2013). The intraday performance of market timing strategies and trading systems based on Japanese candlesticks. Quantitative Finance.
Peer Reviewed verified by ORBi

Duvinage, M., Castermans, T., Petieau, M., Hoellinger, T., Seetharaman, K., Cheron, G., & Dutoit, T. (2013). A Preliminary Fundamental Study of Ambulatory SSVEP. Paper presented at TOBI IV workshop, SION, Switzerland.

Oggero, Q., Verlinden, O., Jiménez-Fabian, R., Duvinage, M., Castermans, T., Clarinval, A.-M., & Engel, C. (19 October 2012). Prototype of active ankle orthosis with specific actuator design and capitalizing on additive manufacturing. Paper presented at HFR2012 - 5th International Workshop on Human-Friendly Robotics, Brussels, Belgium.

Duvinage, M., Castermans, T., Petieau, M., Seetharaman, K., Hoellinger, T., Cheron, G., & Dutoit, T. (2012). A Subjective Assessment of a P300 BCI System for Lower-Limb Rehabilitation Purposes. Paper presented at EMBC 2012 - 34rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, United States - California.

Castermans, T., Duvinage, M., & Riche, N. (2012). Emotive Cinema. Quarterly Progress Scientific Report of the Numediart Research Program.

Duvinage, M., Castermans, T., Petieau, M., Cheron, G., & Dutoit, T. (2012). Are current gait-related artifact removal techniques useful for low-complexity BCIs? Paper presented at IEEE World Congress On Computational Intelligence (IEEE WCCI), Brisbane, Australia.

Duvinage, M., Castermans, T., Jiménez-Fabian, R., Hoellinger, T., Petieau, M., Verlinden, O., Cheron, G., & Dutoit, T. (2012). Human Walk Modeled by PCPG to Control a Lower Limb Neuroprosthesis by High-Level Commands. Journal of Systemics, Cybernetics and Informatics.
Peer Reviewed verified by ORBi

Duvinage, M., Castermans, T., Petieau, M., Hoellinger, T., De Saedeleer, C., Seetharaman, K., Cheron, G., & Dutoit, T. (2012). A P300-BASED QUANTITATIVE COMPARISON BETWEEN THE EMOTIV EPOC HEADSET AND A MEDICAL EEG DEVICE. Paper presented at 9th IASTED International Conference on Biomedical Engineering, Innsbruck, Austria.

Duvinage, M., Castermans, T., Jimenez, R., Hoellinger, T., De Saedeleer, C., Petieau, M., Seetharaman, K., Cheron, G., Verlinden, O., & Dutoit, T. (2012). A Five-State P300-based Foot Lifter Orthosis: Proof of Concept. Paper presented at 3rd IEEE Biosignals and Biorobotics conference (ISSNIP), Manaus, Brazil.

Cheron, G., Duvinage, M., De Saedeleer, C., Castermans, T., Bengoetxea, A., Petieau, M., Seetharaman, K., Hoellinger, T., Dan, B., Dutoit, T., Sylos Labini, F., Lacquaniti, F., & Ivanenko, Y. (2011). Forthcoming Strategies for Clinical Translation in Neurorehabilitation: From spinal central pattern generators to cortical network: integrated BCI for walking rehabilitation. Neural Plasticity.
Peer reviewed

Cheron, G., Verlinden, O., Dutoit, T., Clarinval, A., Rustin, C., Jimenez, R., Castermans, T., Duvinage, M., De Saedeleer, C., & Petieau, M. (02 December 2011). INTEGRATED DEVELOPMENT OF AN INTELLIGENT CUSTOMISED FOOT ORTHOSIS. Poster session presented at 10th Belgian Day on Biomedical Engineering - joint meeting with IEEE EMBS Benelux Chapter, Brussels, Belgium.

Duvinage, M., Jimenez, R., Castermans, T., Verlinden, O., & Dutoit, T. (2011). An active foot lifter orthosis based on a PCPG algorithm. Paper presented at IEEE 12TH INTERNATIONAL CONFERENCE ON REHABILITATION ROBOTICS, Zurich, Switzerland.

Duvinage, M., Castermans, T., Hoellinger, T., Cheron, G., & Dutoit, T. (2011). Modeling Human Walk by PCPG for Lower Limb Neuroprosthesis Control. Paper presented at 5th International IEEE EMBS Neural Engineering Conference, Cancun, Mexico.

Plass-Oude Bos, D., Van de Laar, B., Duvinage, M., Oktay, O., Delgado Saa, J., Van Vliet, M., Poel, M., Roijendijk, L., Bahramisharif, A., & Reuderink, B. (2011). Wild Photoshoot: Applying overt and covert attention: Workshop. Neuroscience Letters. Supplement, 26-27.
Peer Reviewed verified by ORBi

Plass-Oude Bos, D., Duvinage, M., Oktay, O., Delgado Saa, J., Guruler, H., Istanbullu, A., Van Vliet, M., Van de Laar, B., Poel, M., Roijendijk, L., Tonin, L., Bahramisharif, A., & Reuderink, B. (2011). Looking Around with your brain in a virtual world. Paper presented at IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, Paris, France.

Duvinage, M., Castermans, T., & Dutoit, T. (2011). Control of a lower limb active prosthesis with eye movement sequences. Paper presented at IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, Paris, France.

Duvinage, M., Castermans, T., Hoellinger, T., & Reumaux, J. (2011). Human Walk Modeled by PCPG to Control a Lower Limb Neuroprosthesis by High-Level Commands. Paper presented at 2nd International Multi-Conference on Complexity, Informatics and Cybernetics: IMCIC 2011, Orlando, United States - Florida.

Duvinage, M., & Castermans, T. (22 March 2011). Development of an active foot orthosis. Poster session presented at Matinée des chercheurs MDC 2011, Bruxelles, Belgium.

Cheron, G., Duvinage, M., Castermans, T., Leurs, F., Cebolla, A. M., Bengoetxea, A., De Saedeleer, C., Petieau, M., Hoellinger, T., Seetharaman, K., Draye, J.-P., & Dan, B. (2011). Recurrent Neural Networks for Temporal Data Processing: Toward an Integrative Dynamic Recurrent Neural Network for Sensorimotor Coordination Dynamics. In Recurrent Neural Networks (pp. 67-80).

Castermans, T., Duvinage, M., Petieau, M., Hoellinger, T., De Saedeleer, C., Seetharaman, K., Bengoetxea, A., Cheron, G., & Dutoit, T. (2011). Optimizing the performances of a P300-based Brain-Computer Interface in ambulatory conditions. IEEE Journal on Emerging and Selected Topics in Circuits and Systems.
Peer Reviewed verified by ORBi

Castermans, T., Duvinage, M., Hoellinger, T., Petieau, M., Dutoit, T., & Cheron, G. (2011). An analysis of EEG signals during voluntary rhythmic foot movements. Paper presented at 5th International IEEE EMBS Neural Engineering Conference, Cancun, Mexico.

Plass-Oude Bos, D., Duvinage, M., Oktay, O., Delgado Saa, J., Guruler, H., Istanbullu, A., Van Vliet, M., Van de Laar, B., Poel, M., Roijendijk, L., Tonin, L., Bahramisharif, A., & Reuderink, B. (2010). Looking Around with Your Brain in a Virtual World. Paper presented at Proceedings of the 6th International Summer Workshop on Multimodal Interfaces - eNTERFACE'10, Amsterdam, Netherlands.

Mühl, C., Gürkök, H., Plass-Oude Bos, D., Thurlings, M. E., Scherffig, L., Duvinage, M., Elbakyan, A. A., Kang, S., Poel, M., & Heylen, D. (14 August 2010). Bacteria Hunt: Evaluating multi-paradigm BCI interaction. Journal on Multimodal User Interfaces, 4 (1), 11-25. doi:10.1007/s12193-010-0046-0
Peer Reviewed verified by ORBi

Duvinage, M., & Parfait, J.-Y. (2010). Reconnaissance vocale basée sur les phonèmes voisés. Paper presented at 28èmes Journées d'Etude sur la Parole (JEP 2010), Mons, Belgium.

Mühl, C., Gürkök, H., Plass-Oude Bos, D., Thurlings, M. E., Scherffig, L., Duvinage, M., Elbakyan, A. A., Kang, S., & Heylen, D. (2009). Bacteria Hunt: A multimodal, multiparadigm BCI game. Paper presented at International Summer Workshop on Multimodal Interfaces, Genoa, Italy.

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