2014

• 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".
• 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.

2013

• 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".
• 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".
  • rare2012.pdf
• 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".
• Duvinage, M., mazza, P., & Petitjean, M. (2013). The intraday performance of market timing strategies and trading systems based on Japanese candlesticks. "Quantitative Finance".
• Castermans, T., & Duvinage, M. (2013). Corticomuscular coherence revealed during treadmill walking: another evidence of supraspinal control in human locomotion. "Journal of Physiology".

• 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 presentation]. international Computer Vision, Sydney, Australia.
  • iccv2013_nrmdmmbgtd.pdf
• Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "A study of parameters affecting visual saliency assessment" [Paper presentation]. 6th International Symposium on Attention in Cognitive Systems, Beijing, China.
  • isacs2013_nrmdmmbgtd.pdf
• Castermans, T., Duvinage, M., & Riche, N. (2013). "Online emotion classification from electroencephalographic signals : a first study conducted in a realistic movie theater" [Paper presentation]. 12th International Conference on Artificial Intelligence and Soft Computing ICAISC 2013, Zakopane, Poland.
• 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 presentation]. IEEE SSCI series, Singapour, Singapore.
• Duvinage, M., Castermans, T., Petieau, M., Hoellinger, T., Seetharaman, K., Cheron, G., & Dutoit, T. (2013). "A Preliminary Fundamental Study of Ambulatory SSVEP" [Paper presentation]. TOBI IV workshop, SION, Switzerland.

2012

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

• 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 presentation]. HFR2012 - 5th International Workshop on Human-Friendly Robotics, Brussels, Belgium.
  • HFR2012.pdf

• 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 presentation]. EMBC 2012 - 34rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, United States - California.
• Duvinage, M., Castermans, T., Petieau, M., Cheron, G., & Dutoit, T. (2012). "Are current gait-related artifact removal techniques useful for low-complexity BCIs?" [Paper presentation]. IEEE World Congress On Computational Intelligence (IEEE WCCI), Brisbane, Australia.
• 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 presentation]. 9th IASTED International Conference on Biomedical Engineering, Innsbruck, Austria.
  • 764-071.pdf
• 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 presentation]. 3rd IEEE Biosignals and Biorobotics conference (ISSNIP), Manaus, Brazil.
  • bare_jrnl.pdf

• Castermans, T., Duvinage, M., Cheron, G., & Dutoit, T. (2012). "EEG AND HUMAN LOCOMOTION: Descending Commands and Sensory Feedback Should be Disentangled From Artifacts Thanks to New Experimental Protocols (Position Paper)" [Paper presentation]. 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.

2011

• 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).
  • Proof Chapter DRNN2010-1.pdf

• 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".
  • 375148.v2.pdf
• 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.
• 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".

• Duvinage, M., Jimenez, R., Castermans, T., Verlinden, O., & Dutoit, T. (2011). "An active foot lifter orthosis based on a PCPG algorithm" [Paper presentation]. IEEE 12TH INTERNATIONAL CONFERENCE ON REHABILITATION ROBOTICS, Zurich, Switzerland.
  • Version_finale_14_avril.pdf
• Duvinage, M., Castermans, T., Hoellinger, T., Cheron, G., & Dutoit, T. (2011). "Modeling Human Walk by PCPG for Lower Limb Neuroprosthesis Control" [Paper presentation]. 5th International IEEE EMBS Neural Engineering Conference, Cancun, Mexico.
  • sample_new.pdf
• 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 presentation]. IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, Paris, France.
  • ccmb2011.pdf
• Duvinage, M., Castermans, T., & Dutoit, T. (2011). "Control of a lower limb active prosthesis with eye movement sequences" [Paper presentation]. IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, Paris, France.
  • CCMB_final.pdf
• 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 presentation]. 2nd International Multi-Conference on Complexity, Informatics and Cybernetics: IMCIC 2011, Orlando, United States - Florida.
• Castermans, T., Duvinage, M., Hoellinger, T., Petieau, M., Dutoit, T., & Cheron, G. (2011). "An analysis of EEG signals during voluntary rhythmic foot movements" [Paper presentation]. 5th International IEEE EMBS Neural Engineering Conference, Cancun, Mexico.
  • NER11_0144_FI.pdf

• 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 presentation]. 10th Belgian Day on Biomedical Engineering - joint meeting with IEEE EMBS Benelux Chapter, Brussels, Belgium.
• Duvinage, M., & Castermans, T. (22 March 2011). "Development of an active foot orthosis" [Poster presentation]. Matinée des chercheurs MDC 2011, Bruxelles, Belgium.
  • MDC.pdf

2010

• 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
  • JMUI.pdf

• 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 presentation]. Proceedings of the 6th International Summer Workshop on Multimodal Interfaces - eNTERFACE'10, Amsterdam, Netherlands.
  • Proc. eNTERFACE'10.pdf
• Duvinage, M., & Parfait, J.-Y. (2010). "Reconnaissance vocale basée sur les phonèmes voisés" [Paper presentation]. 28èmes Journées d'Etude sur la Parole (JEP 2010), Mons, Belgium.
  • jep2010_mdjyp.pdf

2009

• 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 presentation]. International Summer Workshop on Multimodal Interfaces, Genoa, Italy.
  • bacteriahunt_enterface09project5.pdf