Dr. Thomas Navin Lal
Dr. Thomas Navin Lal
Partner @ Mind the Gap PartG
Bestätigte E-Mail-Adresse bei mindthegap.org - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Learning with local and global consistency
D Zhou, O Bousquet, TN Lal, J Weston, B Schölkopf
Advances in neural information processing systems, 321-328, 2004
40062004
Support vector channel selection in BCI
TN Lal, M Schroder, T Hinterberger, J Weston, M Bogdan, N Birbaumer, ...
IEEE transactions on biomedical engineering 51 (6), 1003-1010, 2004
5302004
Embedded methods
TN Lal, O Chapelle, J Weston, A Elisseeff
Feature extraction, 137-165, 2006
2372006
Methods towards invasive human brain computer interfaces
TN Lal, T Hinterberger, G Widman, M Schröder, NJ Hill, W Rosenstiel, ...
Advances in neural information processing systems, 737-744, 2005
2222005
Classifying EEG and ECoG signals without subject training for fast BCI implementation: comparison of nonparalyzed and completely paralyzed subjects
NJ Hill, TN Lal, M Schroder, T Hinterberger, B Wilhelm, F Nijboer, ...
IEEE transactions on neural systems and rehabilitation engineering 14 (2 …, 2006
1482006
Robust EEG channel selection across subjects for brain-computer interfaces
M Schröder, TN Lal, T Hinterberger, M Bogdan, NJ Hill, N Birbaumer, ...
EURASIP Journal on Advances in Signal Processing 2005 (19), 174746, 2005
1212005
An auditory paradigm for brain-computer interfaces
NJ Hill, TN Lal, K Bierig, N Birbaumer, B Schölkopf
Advances in neural information processing systems, 569-576, 2005
1152005
A brain computer interface with online feedback based on magnetoencephalography
TN Lal, M Schröder, NJ Hill, H Preissl, T Hinterberger, J Mellinger, ...
Proceedings of the 22nd international conference on Machine learning, 465-472, 2005
792005
Classifying event-related desynchronization in EEG, ECoG and MEG signals
NJ Hill, TN Lal, M Schröder, T Hinterberger, G Widman, CE Elger, ...
Joint Pattern Recognition Symposium, 404-413, 2006
752006
Regularised CSP for sensor selection in BCI
J Farquhar, NJ Hill, TN Lal, B Schölkopf
na, 2006
682006
Voluntary brain regulation and communication with electrocorticogram signals
T Hinterberger, G Widman, TN Lal, J Hill, M Tangermann, W Rosenstiel, ...
Epilepsy & Behavior 13 (2), 300-306, 2008
472008
Attention modulation of auditory event-related potentials in a brain-computer interface
NJ Hill, TN Lal, K Bierig, N Birbaumer, B Scholkopf
IEEE International Workshop on Biomedical Circuits and Systems, 2004., S3/5 …, 2004
352004
Predicting the nonlinear dynamics of biological neurons using support vector machines with different kernels
T Frontzek, TN Lal, R Eckmiller
IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001
322001
Hilbertian metrics on probability measures and their application in svm’s
M Hein, TN Lal, O Bousquet
Joint Pattern Recognition Symposium, 270-277, 2004
232004
Results of the BCI Competition III
B Blankertz, G Dornhege, KR Müller, G Schalk, D Krusienski, JR Wolpaw, ...
BCI Meeting, 30, 2005
152005
Brain-computer interfaces for communication in paralysis: A clinical experimental approach
T Hinterberger, F Nijboer, A Kübler, T Matuz, A Furdea, U Mochty, ...
Towards Brain-Computer Interfacing, 43-64, 2007
142007
Combining a filter method with SVMs
TN Lal, O Chapelle, B Schölkopf
Feature Extraction, 439-445, 2006
142006
of Book: Feature Extraction, Foundations and Applications
TN Lal, O Chapelle, J Weston, A Elisseeff
Springer-Verlag, 2006
62006
Machine Learning Methods for Brain-Computer Interfaces
TN Lal
Logos Verlag, 2005
62005
Semi-supervised learning by maximizing smoothness
D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf
J. of Mach. Learn. Research, 2004
52004
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