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2010

The Phase of Neuronal Oscillations Encodes Hand Movement Direction
F. Galán, M. Witte, S. Waldert, A. Aertsen, N. Birbaumer, C. Braun, C. Mehring (2010)
BCI Meeting 2010. Fourth International Meeting
Asilomar, USA, May 31 - June 4 2010.
[slides]

An On-line BCI System Using Hand Movement Recognition from MEG
M. Witte, F. Galán, S. Waldert, A. Aertsen, N. Birbaumer, C. Braun, C. Mehring (2010)
BCI Meeting 2010. Fourth International Meeting
Asilomar, USA, May 31 - June 4 2010.
Best [poster] award

A Non-Invasive BMI Based on Decoding of Movement Direction
F. Galán, M. Witte, S. Waldert, A. Aertsen, N. Birbaumer, C. Braun, C. Mehring (2010)
TOBI Workshop 2010: Integrating Brain-Computer Interfaces with Conventional Assistive Technology
Graz, Austria, February 2010.
[slides]

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2009

Asynchronous Non-Invasive Brain-Actuated Control of an Intelligent Wheelchair
J.del R. Millán, F. Galán, D. Vanhooydonck, E. Lew, J. Philips, M. Nuttin (2009)
31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009), Minneapolis, USA, September 2009.
[pdf]

Combining Online Classification and Human Learning for Detection of Hand Movement Direction in an MEG-BCI
M. Witte, F. Galán, S. Waldert, N. Birbaumer, C. Mehring, C. Braun (2009)
15th Annual Meeting Organization for Human Brain Mapping (HBM 2009), San Francisco, USA, June 2009.
[poster]

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2008

Continuous Brain-Actuated Control of an Intelligent Wheelchair by Human EEG
F. Galán, M. Nuttin, D. Vanhooydonck, E. Lew, P. W. Ferrez, J. Philips, J.del R. Millán (2008)
4th International Brain-Computer Interface Workshop , Graz, Austria, 2008
[pdf]

A Brain-Actuated Wheelchair: Asynchronous and Non-Invasive Brain-Computer Interfaces for Continuous Control of Robots
F. Galán, M. Nuttin, E. Lew, P. W. Ferrez, G. Vanacker, J. Philips, J.del R. Millán (2008)
Clinical Neurophysiology , 119(9). pp. 2159-2169.
[doi| PubMed]

Asynchronous Detection and Classification of Oscillatory Brain Activity
R. Chavarriaga, F. Galán, J.del R. Millán (2008)
16th European Signal Processing Conference (EUSIPCO 2008), Lausanne, Switzerland, August 2008.
[pdf]

Characterizing the EEG Correlates of Exploratory Behavior
N. Bourdaud, R. Chavarriaga, F. Galán, J.del R. Millán (2008)
IEEE Transactions on Neural Systems and Rehabilitation Engineering , 16(6). pp. 549-556.
[doi| pdf]

Non-Invasive Brain-Machine Interaction
J.del R. Millán, P. W. Ferrez, F. Galán, E. Lew, and R. Chavarriaga (2008)
International Journal of Pattern Recognition and Artificial Intelligence , 22(5). pp. 959-972.
[doi| pdf]

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2007

The Use of Brain-Computer Interfacing for Ambient Intelligence
G. Garipelli, F. Galán, R. Chavarriaga, P. W. Ferrez, E. Lew, and J.del R. Millán (2007)
First International Workshop on Human Aspects in Ambient Intelligence ( AmI-07), Darmstadt, Germany, Nov 2007.
[pdf]

Visuo-spatial Attention Frame Recognition for Brain-computer Interfaces
F. Galán, J. Palix, R. Chavarriaga, P. W. Ferrez, C.A. Hauert, and J.del R. Millán (2007)
Symp. on Adv. Signal Processing Techniques for Brain Data Analysis ( ICCN 2007), Shanghai, China, Nov 2007.
[pdf]

An Asynchronous and Non-Invasive Brain-Actuated Wheelchair
F. Galán,, M. Nuttin, E. Lew, P. W. Ferrez, G. Vanacker, J. Philips, H. Van Brussel, and J. del. R. Millán (2007)
13th International Symposium on Robotics Research (ISRR 2007), Hiroshima, Japan, Nov 2007.
[pdf]

Non-Invasive Brain-Actuated Interaction
J. del R. Millán, P. W. Ferrez, F. Galán, E. Lew and R. Chavarriaga (2007)
2nd Symposium on Brain, Vision and Artificial intelligence (BVAI 2007), Naples, Italy, Oct 2007.
[doi]

Feature Extraction for Multi-class BCI using Canonical Variates Analysis
F. Galán, P. W. Ferrez, F. Oliva, J. Guàrdia, and J. del R. Millán (2007)
IEEE International Symposium on Intelligent Signal Processing (WISP 2007), Madrid, Spain, Oct 2007.
[doi]

Canonical Feature Extraction and EEG Channel Ranking for Multiclass Brain-Computer Interfaces
F. Galán, P. W. Ferrez, F. Oliva, J. Guàrdia, and J. del R. Millán (2007)
Swiss Society of Biomedical Engineering 2007 Meeting (SSBE 2007), Neuchâtel, Switzerland, Sep 2007.
[abstract]

Shared-Control of a Brain-Actuated Wheelchair in Natural Environments
J. del R. Millán, F. Galán, E. Lew, P.W. Ferrez, J. Philips, G. Vanacker, and M. Nuttin (2007)
Swiss Society of Biomedical Engineering 2007 Meeting (SSBE 2007), Neuchâtel, Switzerland, Sep 2007.
[abstract]

Context-based Filtering for Assisted Brain-Actuated Wheelchair Driving
G. Vanacker, J. del R. Millán, E. Lew, P. W. Ferrez, F. Galán, J. Philips, H. Van Brussel, and M. Nuttin (2007)
Computational Intelligence and Neuroscience 2007 [doi]

Adaptive Shared Control of a Brain-Actuated Simulated Wheelchair
J. Philips, J. del R. Millán, G. Vanacker, E. Lew, F. Galán, P. W. Ferrez, H. Van Brussel, and M. Nuttin (2007)
10th International Conference on Rehabilitation Robotics (ICORR 2007), Noordwijk, The Netherlands, Jun 2007.
[doi]

Using Mental Tasks Transitions Detection to Improve Spontaneous Mental Activity Classification
F. Galán, F. Oliva, and J. Guàrdia (2007)
Medical and Biological Engineering and Computing 45(6). pp. 603-609. [doi]

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2006

High Frequency Bands and Estimated Local Field Potentials to Improve Single-Trial Classification of Electroencephalographic Signals
P. W. Ferrez, F. Galán, A. Buttfield, S. L. Gonzalez, R. Grave de Peralta and J. del R. Millán (2006)
3rd International Brain-Computer Interface Workshop & Training Course, G.R. Müller-Putz, C. Brunner, R. Leeb, R. Scherer, A. Schlögl, S. Wriessnegger, & G. Pfurtscheller, Verlag der TU Graz, Graz University of Technology, Austria. Verlag der Technischen Universität Graz. [pdf]

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Advised Thesis

Feature Selection Methods on Distributed Linear Inverse Solutions for a Non-Invasive Brain-Machine Interface
L. Uldry, IDIAP Research Institute, EPF Lausanne 2007
Master thesis co-advised with P. W. Ferrez and J. del R. Millán

Prize "FOUNDATION ANNAHEIM" : Mr Laurent Uldry received during the "Magistrale" ceremony the "FOUNDATION ANNAHEIM" prize rewarding one high level Master project devoted to the bringing together of life sciences and computer sciences.

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My Thesis

Methods for Asynchronous and Non-Invasive EEG-Based Brain-Computer Interfaces.
Towards Intelligent Brain-Actuated Wheelchairs
[pdf| slides]