PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Thomas Navin Lal

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Number of EPrints submitted by this user: 9

Support Vector Channel Selection in BCI
Thomas Navin Lal, M. Schroeder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer and Bernhard Schölkopf
IEEE Transactions on Biomedical Engineering Volume 51, Number 6, pp. 1003-1010, 2004.

Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces
M. Schroeder, Thomas Navin Lal, T. Hinterberger, M. Bogdan, N.J. Hill, N. Birbaumer, W. Rosenstiel and Bernhard Schölkopf
EURASIP Journal on Applied Signal Processing 2004.

An Auditory Paradigm for Brain--Computer Interfaces
N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf
NIPS 2004.

Attentional Modulation of Auditory Event-Related Potentials in a Brain-Computer Interface
N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf
IEEE International Workshop on Biomedical Circuits and Systems (BioCAS04) 2004.

Combining a Filter Method with SVMs
Thomas Navin Lal, Olivier Chapelle and Bernhard Schölkopf
In: Feature extraction, foundations and Applications (2004) Springer .

Embedded Methods
Thomas Navin Lal, Olivier Chapelle, J. Weston and A Elisseeff
In: Feature extraction, foundations and Applications (2004) Springer .

A Brain Computer Interface with Online Feedback based on Magnetoencephalography
Thomas Navin Lal, Michael Schroeder, N. Jeremy Hill, Hubert Preissl, Thilo Hinterberger, Juergen Mellinger, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer and Bernhard Schoelkopf
International Conference on Machine Learning (ICML) 2005.

Methods Towards Invasive Human Brain Computer Interfaces
Thomas Navin Lal, Thilo Hinterberger, Guido Widman, Michael Schroeder, Jeremy Hill, Wolfgang Rosenstiel, Christian Elger, Bernhard Schölkopf and Niels Birbaumer
Advances in Neural Information Processing System Volume 17, pp. 737-744, 2005.

Machine Learning Methods for Brain-Computer Interfaces
Thomas Navin Lal
(2005) PhD thesis, Max Plank Institute for Biological Cybernetics --- TU Darmstadt.