Dr. Thomas Navin Lal

Cited by

	All	Since 2018
Citations	7109	2411
h-index	16	11
i10-index	18	12

540

270

135

405

2004200520062007200820092010201120122013201420152016201720182019202020212022202343 94 186 231 255 325 330 403 400 447 442 472 538 463 470 463 496 522 427 33

Public access

View all

1 article

0 articles

available

not available

Based on funding mandates

Co-authors

Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Niels BirbaumerUniversity of Tübingen / Wyss CenterVerified email at uni-tuebingen.de
Jeremy HillNational Center for Adaptive Neurotechnologies; Stratton VA Medical Center, Albany, NY, USAVerified email at med.cornell.edu
Jason WestonFacebookVerified email at fb.com
Olivier BousquetGoogleVerified email at m4x.org
Wolfgang RosenstielInformatikVerified email at uni-tuebingen.de
Christian ElgerProfessor für Epileptologie, Universität BonnVerified email at betaklinik.de
Denny ZhouResearch Scientist, Google BrainVerified email at google.com
Olivier ChapelleGoogleVerified email at chapelle.cc
Andrea KüblerProfessor, Institute of Psychology, University of Würzburg, GermanyVerified email at uni-wuerzburg.de
Femke NijboerAssitant professor at University of TwenteVerified email at utwente.nl
Andre ElisseeffGoogleVerified email at google.com
Jason FarquharDonders Institute, Radboud University NijmegenVerified email at donders.ru.nl
Michael TangermannDonders Insitute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands, andVerified email at donders.ru.nl
Thomas HofmannProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Matthias HeinProfessor of Computer Science, University of TübingenVerified email at uni-tuebingen.de
Benjamin BlankertzTechnische Universität Berlin, Neurotechnology groupVerified email at tu-berlin.de
Klaus-Robert MüllerTU Berlin & Korea University & Google Brain & Max Planck Institute for InformaticsVerified email at tu-berlin.de
Dennis McFarlandResearch Scientist, National Center for Adaptive Neurotechnologies, Wadsworth Center, Albany,NYVerified email at nycap.rr.com

Dr. Thomas Navin Lal

Partner @ Mind the Gap PartG

Verified email at mindthegap.org - Homepage

Machine Learning Brain-Computer Interfaces Big data AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning with local and global consistency D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf Advances in neural information processing systems 16, 2003	4920	2003
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	594	2004
Embedded methods TN Lal, O Chapelle, J Weston, A Elisseeff Feature Extraction: Foundations and Applications, 137-165, 2006	366	2006
Methods towards invasive human brain computer interfaces T Lal, T Hinterberger, G Widman, M Schröder, N Hill, W Rosenstiel, ... Advances in neural information processing systems 17, 2004	254	2004
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	162	2006
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), 1-10, 2005	141	2005
An auditory paradigm for brain-computer interfaces N Hill, T Lal, K Bierig, N Birbaumer, B Schölkopf Advances in neural information processing systems 17, 2004	129	2004
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	93	2005
Classifying event-related desynchronization in EEG, ECoG and MEG signals NJ Hill, TN Lal, M Schröder, T Hinterberger, G Widman, CE Elger, ... Lecture notes in computer science 4174, 404, 2006	81	2006
Regularised CSP for sensor selection in BCI J Farquhar, NJ Hill, TN Lal, B Schölkopf na, 2006	73	2006
Learning with local and global consistency [C] DY Zhou, O Bousquet, TN Lal, J Weston, B Scholkopf Advances in neural information processing systems 16 (16), 321-328, 2004	67	2004
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	52	2008
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	40	2004
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	32	2001
Hilbertian metrics on probability measures and their application in svm’s M Hein, TN Lal, O Bousquet Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 …, 2004	25	2004
Results of the BCI Competition III B Blankertz, G Dornhege, KR Müller, G Schalk, D Krusienski, JR Wolpaw, ... BCI Meeting, 30, 2005	17	2005
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	16	2007
Combining a filter method with SVMs TN Lal, O Chapelle, B Schölkopf Feature Extraction: Foundations and Applications, 439-445, 2006	16	2006
Time-dependent demixing of task-relevant EEG signals NJ Hill, J Farquhar, TN Lal, B Schölkopf Proceedings of the 3rd International Brain-Computer Interface Workshop and …, 2006	6	2006
Semi-supervised learning by maximizing smoothness D Zhou, O Bousquet, T Lal, J Weston, B Schölkopf J. of Mach. Learn. Research, 2004	6	2004

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors