Publications
From OpenViBEWiki
Publications
- 2009
- B. Rivet, A. Souloumiac, G. Gibert, V. Attina, O. Bertrand, "Sensors selection for P300 speller brain computer interface", In Proc. European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium, April 2009, accepted
- C. Gouy-Pailler, J. Mattout, M. Congedo, C. Jutten, "Uncued Brain-Computer Interfaces: a Variational Hidden Markov Model of Mental State Dynamics", European Symposium on Artificial Neural Networks Advances in Computational Intelligence and Learning (ESANN 2009), Bruges, Belgium, April 2009, accepted
- C. Gouy-Pailler, R. Sameni, M. Congedo, C. Jutten, "Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings", proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation (ICA 2009), Paraty, Bresil, March 2009, accepted
- F. Lotte, A. Lécuyer, B. Arnaldi, “FuRIA: An inverse Solution based Feature Extraction Algorithm using Fuzzy Set Theory for Brain-Computer Interfaces”, IEEE Transactions on Signal Processing, 2009, to appear
- B. Rivet, A. Souloumiac, V. Attina, G. Gibert, "xDAWN Algorithm to Enhance Evoked Potentials: Application to Brain Computer Interface.", IEEE Transactions on Biomedical Engineering, 2009
- J.B. Sauvan, A. Lécuyer, F. Lotte, G. Casiez, "A Performance Model of Selection Techniques for P300-Based Brain-Computer Interfaces", (note) ACM SIGCHI Conference on Human Factors in Computing Systems (ACM CHI), 2009, accepted
- 2008
- F. Lotte, "Study of Electroencephalographic Signal Processing and Classification Techniques towards the use of Brain-Computer Interfaces in Virtual Reality Applications", PhD Thesis from the National Institute of Applied Sciences (INSA) Rennes, 2008 pdf version
- A. Lécuyer, F. Lotte, R. Reilly, R. Leeb, M. Hirose, M. Slater, “Brain-Computer Interfaces, Virtual Reality, and Videogames”, IEEE Computer, vol. 41, no. 10, pp 66-72, 2008 - pdf version
- M. Congedo, C. Gouy-Pailler, C. Jutten, "On the Blind Source Separation of Human Electroencephalogram by Approximate Joint Diagonalization of Second Order Statistics, Clinical Neurophysiology, in press (review paper)
- M. Congedo, C. Jutten, R. Sameni, C. Gouy-Pailler, "A new General Weighted Least-Squares Algorithm for Approximate Joint Diagonalization", In proceedings of the 4th international BCI workshop, Graz, Austria, September 2008.
- C. Gouy-Pailler, M. Congedo, C. Brunner, C. Jutten, G. Pfurtscheller, "Multi-Class Independent Common Spatial Patterns: Exploiting Energy Variations of Brain Sources", In proceedings of the 4th international BCI workshop, Graz, Austria, September 2008.
- C. Gouy-Pailler, M. Congedo, C. Jutten, C. Brunner, G. Pfurtscheller, "Model-Based Source Separation for Multi-Class Motor Imagery", In Proceedings of the 16th European Signal Processing Conference (EUSIPCO-2008), EURASIP, Lausanne, Switzerland, August 2008.
- F. Lotte, A. Lécuyer, B. Arnaldi, "FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous", revue Traitement du signal, selected papers from GRETSI 2007, 2008, (in French) accepted, pdf version
- F. Lotte, H. Mouchère, A. Lécuyer, "Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces", International Conference on Pattern Recognition (ICPR), 2008, accepted, pdf version
- F. Lotte, Y. Renard, A. Lécuyer, "Self-paced Brain-Computer Interaction with Virtual Worlds: a Quantitative and Qualitative Study "Out of the Lab", 4th International Brain-Computer Interface Workshop and Training Course, 2008, pp. 373-378, pdf version
- G. Gibert, V. Attina, J. Mattout, E. Maby, O. Bertrand, "Size enhancement coupled with intensification of symbols improves P300 Speller accuracy", 4th International Brain-Computer Interface Workshop and Training Course, 2008, accepted
- V. Attina, E. Maby, R. Bouet, G. Gibert, J. Mattout, O. Bertrand, "The importance of individual features for motor-imagery based BCI", 4th International Brain-Computer Interface Workshop and Training Course, 2008, accepted
- N. Brodu, "Multifractal Feature Vectors for Brain-Computer Interfaces", IEEE World Congress on Computational Intelligence, 2008, pdf version
- B. Rivet, A. Souloumiac, G. Gibert, V. Attina, ""P300 speller" Brain-Computer Interface: Enhancement of P300 evoked potential by spatial filters", Proc. European Signal Processing Conference (EUSIPCO), 2008, accepted
- M. Zhong, F. Lotte, M. Girolami, A. Lecuyer, "Classifying EEG for Brain Computer Interfaces Using Gaussian Process", Pattern Recognition Letters, vol. 29, no. 3, pp. 354-359, 2008 - pdf version
- 2007
- R. Cannon, J.F. Lubar, M. Congedo, K. Thornton, K. Towler, T. Hutchens, "The Effect of Neurofeedback Training in the Cognitive Division of the Anterior Cingulate Gyrus", International Journal of Neuroscience, 117(3), 337-357, 2007 - pdf version
- C. Gouy-Pailler, S. Achard, B. Rivet, C. Jutten, E. Maby, A. Souloumiac and M. Congedo "Topographical Dynamics of Brain Connections for the Design of Asynchronous Brain-Computer Interfaces", In Proc. Int. Conf. IEEE Engineering in Medicine and Biology Society (IEEE EMBC), pp. 2520-2523, Lyon, France, August 2007.
- C. Gouy-Pailler, B. Rivet, S. Achard, E. Maby, C. Jutten, A. Souloumiac and M. Congedo "Théorie des graphes et dynamiques des connexions cérébrales pour la conception d'interfaces cerveau-machine asynchrones", In Proc. GRETSI, Troyes, France, September 2007
- K. Jerbi, O. Bertrand, B. Schoendorff, D. Hoffmann, L. Minotti, P. Kahane, A. Berthoz, and J.P. Lachaux, “Online Detection of Gamma Oscillations in Ongoing Intracerebral Recordings: From Functional Mapping to Brain Computer Interfaces”, Proceedings of the 6th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart (NFSI), 12-14 Oct. 2007 Huangzhou, China (4-page submission accepted for Oral Presentation)
- F. Lotte, A. Lécuyer, B. Arnaldi, "Les Interfaces Cerveau-Ordinateur : Utilisation en Robotique et Avancées Récentes", Journées Nationales de la Recherche en Robotique, invited paper (in French), 2007 - pdf version
- F. Lotte, A. Lécuyer, B. Arnaldi, "FuRIA : un nouvel algorithme d'extraction de caractéristiques pour les interfaces cerveau-ordinateur utilisant modèles inverses et modèles flous", Colloque GRETSI, 2007, pp. 665-668 (in French) - pdf version
- F. Lotte, A. Lécuyer, B. Arnaldi, "FuRIA: A novel feature extraction algorithm for brain-computer interfaces using inverse models and fuzzy region of interest", in Proc. of the 3rd IEEE-EMBS international Conference on Neural Engineering, pp. 175-178, 2007 - pdf version
- F. Lotte, A. Lécuyer, F. Lamarche, B. Arnaldi, "Studying the use of fuzzy inference systems for motor imagery classification", IEEE Transactions on Neural System and Rehabilitation Engineering, vol. 15, no. 2, pp. 322-324, 2007 - pdf version
- F. Lotte, M. Congedo, A. Lécuyer, F. Lamarche, B. Arnaldi, "A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces", Journal of Neural Engineering, 4, R1-R13, 2007 - pdf version
- B. Rivet, A. Souloumiac, "Subspace estimation approach to P300 detection and application to Brain-Computer Interface", In Proc. IEEE EMBC, Lyon, France, 2007 (accepted)
- B. Rivet, A. Souloumiac, "Extraction de potentiels évoqués P300 pour les interfaces cerveau-machine", Colloque GRETSI, Troyes, France, (in French), 2007 (accepted)
- E. Van der Loo, M. Congedo, M. Plazier, P. Van de Heyning, D. De Ridder, "Correlation between Independent Components of scalp EEG and intra-cranial EEG (iEEG) time series", International Journal of Bioelectromagnetism, 9(4), 270-275, 2007 - pdf version
- 2006
- M. Congedo, "Subspace Projection Filters for Real-Time Brain Electromagnetic Imaging", IEEE Transactions on Biomedical Engineering, 53(8), 1624-34, 2006 - pdf version
- M. Congedo, F. Lotte, and A. Lécuyer, “Classification of movement intention by spatially filtered electromagnetic inverse solutions”, Physics in Medicine and Biology, 51, 1971-1989, 2006 - pdf version
- F. Lotte, A. Lécuyer, Y. Renard, F. Lamarche, B. Arnaldi, "Classification de Données Cérébrales par Système d'Inférence Flou pour l'Utilisation d'Interfaces Cerveau-Ordinateur en Réalité Virtuelle", Actes des premières journées de l'Association Française de Réalité Virtuelle, 2006 - pdf version (in french)
- F. Lotte, "The Use of Fuzzy Inference Systems for Classification in EEG-based Brain-Computer Interfaces", Proceedings of the third International Workshop and Training course on Brain-Computer Interfaces, pp. 12-13, 2006 - pdf version
- L. Sherlin, T. Budzynski, H. Kogan-Budzynski, M. Congedo, M.E. Fischer, D. Buchwald, "Low-resolution electromagnetic brain tomography (LORETA) of monozygotic twins discordant for chronic fatigue syndrome", Neuroimage, 34(4), 1438-1442, 2007 - pdf version
- M. Zhong, A. Lécuyer, "Automatic Elimination of Ocular and Muscle Artifacts in EEG Recordings Based on Blind Source Separation", IRISA Technical Report PI 1817, September 2006
- 2005
- C. Arrouet, M. Congedo, J.E. Marvie, F. Lamarche, A. Lécuyer, and B. Arnaldi, "Open-ViBE: a 3D Platform for Real-Time Neuroscience", Journal of Neurotherapy, 9(1), 2005 - pdf version
- 2004
- M. Congedo, J. F. Lubar, D. Joffe, "Low-Resolution Electromagnetic Tomography neurofeedback", IEEE Trans. on Neuronal Systems & Rehabilitation Engineering, 12(4), 387-397, 2004 - pdf version
Communications
- 2008
- C. Gouy-Pailler, "Piloter un ordinateur par la pensée, espoir pour les malades, rêve pour les joueurs", Septième journée de l'école doctorale Ingénierie pour la Santé, la Cognition et l'Environnement, Grenoble, FRANCE, May 2008
- F. Lotte, A. Lécuyer, « Brain-Computer Interfaces and Virtual Reality : the Open-ViBE project », French-Japanese Workshop, “Improving the VR experience”, Tokyo, 2008
- A. Lécuyer, "Main results of the OpenViBE project", 3rd Annual XVR Workshop, "Virtual Environments and Brain Computer Interfaces", Pisa, 2008
- F. Lotte, “Les interfaces cerveau-ordinateur : présentation et besoins en capteurs », journée MEITO « tout mesurer, tout contrôler : de nouvelles opportunités pour les capteurs », (in french) 2008
- 2007
- C. Gouy-Pailler, "Topographical Dynamics of Brain Connection for the Design of Brain-Computer Interfaces", From Neural Code to Brain-Computer Interfaces, Autumn School, Château de Montvillargenne, FRANCE, September 2007
- C. Gouy-Pailler, "Human Brain Imaging for Brain-Computer Interfaces and Neurofeedback: Open-ViBE", Invited speaker at the symposium on Imaging and Simulation of Human Brain Activity, Mediterranean Institut for Life Sciences, Split, Croatia, July 2007
- F. Lotte, A. Lécuyer, B. Arnaldi, "Combining Inverse Models with Fuzzy Inference Systems to Design Efficient and Interpretable EEG-based Brain-Computer Interfaces", Automn school: From neural code to brain/machine interfaces, 2007
- Y. Renard, G. Gibert, M. Congedo, F. Lotte, E. Maby, B. Hennion, O. Bertrand, A. Lécuyer, "OpenViBE : an open-source software platform to easily design, test and use Brain-Computer Interfaces", Automn school: From neural code to brain/machine interfaces, 2007
- F. Lotte, A. Lécuyer, B. Arnaldi, "Interfaces Cerveau-Ordinateur : État de l’art et applications", Thematic evening of the Images & Networks Pole, Laval, 2007 (in French)
- F. Lotte, "Interagir avec un ordinateur par la pensée : les interfaces cerveau-ordinateur", Scientific popularization conference, Rennes, Les Champs Libres, 2007 - (in French)
- M. Congedo, "ICoN (Independent Component Neurofeeback), a freeware program for Blind Source Separation of continuous EEG and Extraction of Neurofeedback Weights", 15th Annual Conference of the International Society for Neurofeedback and Research, San Diego, CA, USA, 2007.
- M. Congedo, "Independent Component Neurofeedback(ICN), a new multichannel neurofeedback method for training specific brain activity", Applied Neuroscience and healthy Brain Functions, Nijmegen, The Netherlands, 2007.
- 2006
- M. Congedo, "Multichannel Neurofeedback; a family of methods to improve the specificity of neurotherapy", Neuroscience Center of Zurich (ZNZ), Department of Psychology, Switzerlan, 2006.
- M. Congedo, "Linear Decomposition Methods for Real-Time Brain Electromagnetic Imaging", MEG Center, University of Tuebingen, Germany, 2006.
- J.P. Lachaux, "training brain on demand", Le monde (article in french)
- A. Lecuyer, Brain Computer Interfaces : recent progresses and perspectives, case study with the Open-ViBE project (real media video in french)
- F. Lotte, M. Congedo, A. Lécuyer, C. Arrouët, F. Lamarche, J.-E. Marvie, B. Arnaldi, "The Use of EEG-Based Inverse Models for both BCI Design and 3D Visualization of Brain Activity in VR", International Conference Cybertherapy 11, Gatineau, Canada, 2006 - ppt version
- F.Lotte, A. Lécuyer, F. Lamarche, B. Arnaldi, "Quatres Bonnes Raisons d'Utiliser les Systèmes d'Inférence Flous pour la Classification d'EEG dans les Interfaces Cerveau-Ordinateurs", 2ème journées nationales sur les interfaces cerveau-ordinateur, GdR STIC-Santé, Paris, 2006 (in French) - ppt version
