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PUBLICATIONS
Journal Paper2008 Online classification of single EEG trials during finger movements
J. Lehtonen, P. Jylänki, L. Kauhanen and M. Sams
IEEE Transactions in Biomedical Engineering
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2007Tracking the time-varying cortical connectivity patterns by adaptive multivariate estimators
L. Astolfi, F. Cincotti, D. Mattia, F. De Vico Fallani, A. Colosimo, S.Salinari, M. G. Marciani, W. Hesse, H. Witte, M.Ursino, M.Zavaglia, and F. Babiloni
IEEE Transactions on Biomedical Engineering
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Cortical Network Dynamics during Foot Movements
Fabrizio De Vico Fallani, Laura Astolfi, Febo Cincotti, Donatella Mattia, Maria Grazia Marciani, Andrea Tocci, Serenella Salinari, Herbert Witte, Wolfram Hesse, Shangkai Gao, Alfredo Colosimo, Fabio Babiloni
Neuroinformatics
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Non invasive Brain-Computer Interface system: towards its application as assistive technology
Febo Cincotti, Donatella Mattia, Fabio Aloise, Simona Bufalari, Gerwin Schalk, Giuseppe Oriolo, Andrea Cherubini, Maria Grazia Marciani and Fabio Babiloni
Brain Research Bullettin
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Cortical Functional Connectivity Networks In Normal And Spinal Cord Injured Patients: Evaluation by Graph Analysis
Fabrizio De Vico Fallani, Laura Astolfi, Febo Cincotti, Donatella Mattia, Maria Grazia Marciani, Serenella Salinari, Jurgen Kurths, Changson Zhou, Shangkai Gao, Alfredo Colosimo and Fabio Babiloni
, Human Brain Mapping, 28, 1334–1346
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EEG-Based Brain-Computer Interface for Tetraplegics
L. Kauhanen, P. Jylänki, J. Lehtonen, P. Rantanen, H. Alaranta and M. Sams
Computational Intelligence and Neuroscience, Volume 2007, Article ID 23864
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A glimpse into your vision
Sara L. Gonzalez Andino, Rolando Grave de Peralta, Asaid Khateb, Alan J. Pegna, Gregor Thut, Theodor Landis
Human Brain Mapping, 28, Issue 7, 614 - 624
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Modern Electrophysiological Methods for Brain-Computer Interfaces
Rolando Grave de Peralta Menendez, Quentin Noirhomme , Febo Cincotti, Donatella Mattia, Fabio Aloise, Sara González Andino.
Computational Intelligence and Neuroscience
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High-resolution EEG techniques for brain-computer interface applications
Cincotti F, Mattia D, Aloise F, Bufalari S, Astolfi L, De Vico Fallani F, Tocci A, Bianchi L, Marciani MG, Gao S, Millan J, Babiloni F.
J Neurosci Methods, Elsevier, doi:10.1016/j.jneumeth.20
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Vibrotactile Feedback for Brain-Computer Interface Operation
Febo Cincotti, Laura Kauhanen, Fabio Aloise, Tapio Palomäki, Nicholas Caporusso, Pasi Jylänki, Donatella Mattia, Fabio Babiloni, Gerolf Vanacker, Marnix Nuttin, Maria Grazia Marciani, and José del R. Millán
Computational Intelligence and Neuroscience, 2007, Article ID 48937, 12 pages
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Context-based Filtering for Assisted Brain-Actuated Wheelchair Driving
Gerolf Vanacker, José del R. Millán, Eileen Lew, Pierre W. Ferrez, Ferran Galan Moles, Johan Philips, Hendrik Van Brussel and Marnix Nuttin
Computational Intelligence and Neuroscience, 2007, Article ID 25130, 12 pages
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Error-Related EEG Potentials Generated During Simulated Brain-Computer Interaction
Pierre W. Ferrez, José del R. Millán
IEEE Trans. on Biomedical Engineering
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Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition
Silvia Chiappa, David Barber
IEEE Signal Processing Letters
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2006Assessing Cortical Functional Connectivity by Partial Directed Coherence: Simulations and Application to Real Data
L. Astolfi, F. Cincotti, D.Mattia, M.G. Marciani, L. Baccalŕ, F. de Vico Fallani, S. Salinari, M. Ursino, M. Zavaglia, and F. Babiloni
IEEE Transactions on Biomedical Engineering, 53, 1802-12
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Motor-related cortical dynamics to intact movements in tetraplegics as revealed by high-resolution EEG.
Mattia D, Cincotti F, Mattiocco M, Scivoletto G, Marciani MG, Babiloni F.
Hum Brain Mapp., 27(6), 510-9
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BCI Meeting 2005 – Workshop on Technology: Hardware and Software
Febo Cincotti, Luigi Bianchi, Gary Birch, Christoph Guger, Jürgen Mellinger, Reinhold Scherer, Robert N. Schmidt, Oscar Yáńez Suárez, and Gerwin Schalk
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 14(2), 128-31.
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EEG and MEG Brain-Computer Interface for Tetraplegic Patients
Laura Kauhanen, Tommi Nykopp , Janne Lehtonen, Pasi Jylänki, Jukka Heikkonen, Pekka Rantanen, Hannu Alaranta and Mikko Sams
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 14, 190-193
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Very high frequency oscillations (VHFO) as a predictor of movement intentions
Sara L. Gonzalez, Rolando Grave de Peralta, Gregor Thut, José del R. Millán, Patrice Morier, Theodor Landis
NeuroImage, 32, 170-179
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Towards a Robust BCI---Error Recognition and Online Learning
Anna Buttfield, Pierre W. Ferrez, José del R. Millán
IEEE Trans. on Neural Systems and Rehabilitation Engineering, 14, 128-131
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EEG Classification using Generative Independent Component Analysis
Silvia Chiappa, David Barber
Neurocomputing, 69, 769-777
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2005Assessing cortical functional connectivity by linear inverse estimation and directed transfer function: simulations and application to real data
Astolfi L, Cincotti F, Mattia D, Babiloni C, Carducci F, Basilisco A, Rossini PM, Salinari S, Ding L, Ni Y, He B, Babiloni F.
Clin Neurophysiol, 116(4), 920-32
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Estimation of the cortical connectivity by high-resolution EEG and structural equation modeling: simulations and application to finger tapping data
Astolfi L, Cincotti F, Babiloni C, Carducci F, Basilisco A, Rossini PM, Salinari S, Mattia D, Cerutti S, Dayan DB, Ding L, Ni Y., He B., Babiloni F.
IEEE Trans Biomed Eng, 52 (5), 757-68
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Motor-related cortical dynamics to intact movements in tetraplegics as revealed by high-resolution EEG
Mattia D, Cincotti F, Mattiocco M, Scivoletto G, Marciani MG, Babiloni F.
Hum Brain Mapp, 25
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Non-Invasive Estimation of Local Field Potentials for Neuroprosthesis Control
Rolando Grave de Peralta Menendez, Sara González Andino, Lucas Perez, Pierre W. Ferrez, and José del R. Millán.
Cognitive Processing, 6, 59-64
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2004Selection of Task-Related Cortical EEG Sources for Brain Computer Interface Applications
Cincotti F., Mattia D., Mattiocco M., Bufalari S., Salinari S., Marciani MG. and Babiloni F.
International Journal of Bioelectromagnetism, 6(1), 920-32
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Conference Paper2007EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection
Pierre W. Ferrez and José del R. Millán
Advances in Neural Information Processing Systems, NIPS 20
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Non-Invasive Brain-Actuated Interaction
José del R. Millán, Pierre W. Ferrez, Ferran Galán, Eileen Lew, Ricardo Chavarriaga
Proceedings of the 2nd International Symposium on Brain, Vision and Artificial Intelligence
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An Asynchronous and Non-Invasive Brain-Actuated Wheelchair
Ferran Galán, Marnix Nuttin, Eileen Lew, Pierre W. Ferrez, Gerolf Vanacker, Johan Philips, Hendrik Van Brussel, and José del R. Millán
13th International Symposium on Robotics Research (ISRR 2007), Hiroshima, Japan, Nov 2007.
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Brain-machine interfaces through control of electroencephalographic signals and vibrotactile feedback
Fabio Aloise, Nicholas Caporusso, Donatella Mattia, Fabio Babiloni, Laura Kauhanen, José del R. Millán. Marnix Nuttin, Maria Grazia Marciani, and Febo Cincotti
Proceedings of the 12th International Conference on Human-Computer Interaction
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Feature Extraction for Multi-Class BCI using Canonical Variates Analysis
Ferran Galán, Pierre W. Ferrez, Francesc Oliva, Joan Guŕrdia, and José del R. Millán
Proceedings of the IEEE International Symposium on Intelligent Signal Processing
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Visuo-Spatial Attention Frame Recognition for Brain-Computer Interfaces
Ferran Galán, Julie Palix, Ricardo Chavarriaga, Pierre W. Ferrez, Eileen Lew, Claude-Alain Hauert, and José del R. Millán
Proceedings of the 1st International Conference on Cognitive Neurodynamics
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Adaptive Shared Control of a Brain-Actuated Simulated Wheelchair
Johan Philips, José del R. Millán, Gerolf Vanacker, Eileen Lew, Ferran Galán, Pierre W. Ferrez, Hendrik Van Brussel and Marnix Nuttin
Proceedings of the 2007 IEEE 10th International Conference on Rehabilitation Robotics, June 12-15, Noordwijk, The Netherlands, 408-414
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2006Bayesian Estimation of Human Intent for Driving a Powered Wheelchair
Alexander Huntemann, Eric Demeester, Dirk Vanhooydonck, Gerolf Vanacker, Alexandra Degeest, Hendrik Van Brussel and Marnix Nuttin
3rd International Workshop on Advances in Service Robotics
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Bayesian Estimation of Wheelchair Driver Intents: Modeling Intents as Geometric Paths Tracked by the Driver
Eric Demeester, Alexander Hüntemann, Dirk Vanhooydonck, Gerolf Vanacker, Alexandra Degeest, Hendrik Van Brussel and Marnix Nuttin
International IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS 2006
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Accurate Hand trajectory Prediction by Real and Synthetic EEG
R. Grave de Peralta Menendez, P. Morier, J. del R. Millán, S.L. Gonzalez Andino
Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz
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Theoretical and Experimental Basis for the Development of Direct Noninvasive BCI
R. Grave de Peralta Menendez, J. del R. Millán, P. Morier, S.L. Gonzalez Andino
Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz
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Haptic Feedback Compared with Visual Feedback for BCI
L. Kauhanen, T. Palomäki, P. Jylänki, F. Aloise, M. Nuttin, J. del R. Millán
Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz
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Online Classifier Adaptation in High Frequency EEG
Anna Buttfield, Pierre W. Ferrez and José del R. Millán
Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz
Abstract BibTex
Error-related EEG potentials generated during brain-computer interaction
Pierre W. Ferrez and José del R. Millán
Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz
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High frequency bands and estimated local field potentials to improve single-trial classification of electroencephalographic signals
Pierre W. Ferrez, Fernando Galán Moles, Anna Buttfield, Sara L. Gonzalez, Rolando Grave de Peralta and José del R. Millán
Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz
Abstract BibTex
Non-invasive Brain Computer Interface for Mental Control of a Simulated Wheelchair
Eileen Lew, Marnix Nuttin, Pierre W. Ferrez, Alexandra Degeest, Anna Buttfield, Gerolf Vanacker and José del R. Millán
Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz
Abstract BibTex
2005Generative Independent Component Analysis for EEG Classification
Silvia Chiappa, David Barber
13th European Symposium on Artificial Neural Networks
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Generative Temporal ICA for Classification in Asynchronous BCI Systems
Silvia Chiappa, David Barber
2nd Int. IEEE-EMBS Conf. on Neural Engineering
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You Are Wrong!---Automatic Detection of Interaction Errors from Brain Waves
Pierre W. Ferrez, José del R. Millán
Proceedings of the 19th International Joint Conference on Artificial Intelligence
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In Book2007Adaptation in Brain-Computer Interfaces
José del R. Millán, Anna Buttfield, Carmen Vidaurre, Matthias Krauledat, Alois Schögl, Pradeep Shenoy, Benjamin Blankertz, Rajesh P.N. Rao, Rafael Cabeza, Gert Pfurtscheller, and Klaus-Robert Müller
Towards Brain-Computer Interfacing, G. Dornhege, J. del R. Millán, T. Hinterberger, D. McFarland, and K.-R. Müller, MIT Press
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The IDIAP Brain-Computer Interface: An Asynchronous Multi-Class Approach
José del R. Millán, Pierre W. Ferrez, and Anna Buttfield
Towards Brain-Computer Interfacing, G. Dornhege, J. del R. Millán, T. Hinterberger, D. McFarland, and K.-R. Müller, MIT Press
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Non-Invasive Estimates of Local Field Potentials for Brain-Computer Interfaces
Rolando Grave de Peralta Menendez, Sara Gonzalez Andino, Pierre W. Ferrez, and José del R. Millán
Towards Brain-Computer Interfacing, G. Dornhege, J. del R. Millán, T. Hinterberger, D. McFarland, and K.-R. Müller, MIT Press
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Error-Related EEG Potentials in Brain-Computer Interfaces
Pierre W. Ferrez and José del R. Millán
Towards Brain-Computer Interfacing, G. Dornhege, J. del R. Millán, T. Hinterberger, D. McFarland, and K.-R. Müller, MIT Press
Abstract BibTex
2005Non-invasive Estimation of Local Field Potentials: Methods and Applications
Rolando Grave de Peralta Menendez, Sara L. Gonzalez Andino, Micah M. Murray, Gregor Thut, Theodor Landis
Source Reconstruction, Oxford University Press
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