Publications of TN Lal

Hinterberger, T.; Widmann, G.; Lal, T.; Hill, J.; Tangermann, M.; Rosenstiel , W.; Schölkopf, B.; Elger, C.; Birbaumer, N.: Voluntary brain regulation and communication with electrocorticogram signals. Epilepsy and Behavior 13 (2), pp. 300 - 306 (2008)

Hinterberger, T.; Widmann G, Lal, T.; Hill, J.; Tangermann M, Rosenstiel W, Schölkopf, B.; Elger, C.; Birbaumer, N.: Voluntary Brain Regulation and Communication with ECoG-Signals. Epilepsy and Behavior 13 (2), pp. 300 - 306 (2008)

Hill, N.; Lal, T.; Schröder, M.; Hinterberger, T.; Wilhelm , B.; Nijboer, F.; Mochty, U.; Widmann, G.; Elger, C.; Schölkopf, B. et al.; Kübler, A.; Birbaumer, N.: Classifying EEG and ECoG Signals without Subject Training for Fast BCI Implementation: Comparison of Non-Paralysed and Completely Paralysed Subjects. IEEE Transactions on Neural Systems and Rehabilitation Engineering 14 (2), pp. 183 - 186 (2006)

Schröder, M.; Lal, T.; Hinterberger, T.; Bogdan, M.; Hill, J.; Birbaumer, N.; Rosenstiel, W.; Schölkopf, B.; Ebrahimi, J.: Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces. EURASIP Journal on Applied Signal Processing 2005 (19), 174746, pp. 3103 - 3112 (2005)

Lal, T.; Schröder, M.; Hinterberger, T.; Weston, J.; Bogdan, M.; Birbaumer, N.; Schölkopf, B.: Support Vector Channel Selection in BCI. IEEE Transactions on Biomedical Engineering 51 (6), pp. 1003 - 1010 (2004)

Lal, T.: Machine Learning Methods for Brain-Computer Interfaces. Logos Verlag, Berlin, Germany (2005), 100 pp.

Hill, N.; Lal, T.; Tangermann, M.; Hinterberger , T.; Widmann, G.; Elger, C.; Schölkopf, B.; Birbaumer, N.: Classifying Event-Related Desynchronization in EEG, ECoG and MEG signals. In: Toward Brain-Computer Interfacing, pp. 235 - 260 (Eds. Dornhege, G.; Millán , J.; Hinterberger, T.; McFarland, J.; Müller, K.-R.). MIT Press, Cambridge, MA, USA (2007)

Hinterberger, T.; Nijboer, F.; Kübler, A.; Matuz, T.; Furdea, A.; Mochty, U.; Jordan, M.; Lal, T.; Hill, J.; Meilinger, J. et al.; Bensch, M.; Tangermann, M.; Widman, G.; Elger, C.; Rosenstiel, W.; Schölkopf, B.; Birbaumer, N.: Brain-Computer Interfaces for Communication in Paralysis: A Clinical Experimental Approach. In: Toward Brain-Computer Interfacing, pp. 43 - 64 (Eds. Dornhege, G.; Millán , J.; Hinterberger, T.; McFarland, D.; Müller, K.-R.). MIT Press, Cambridge, MA, USA (2007)

Lal, T.; Chapelle, O.; Schölkopf, B.: Combining a Filter Method with SVMs. In: Feature Extraction: Foundations and Applications, pp. 439 - 446 (Eds. Guyon, I.; Gunn, S.; Nikravesh, M.; Zadeh, L.). Springer, Berlin, Germany (2006)

Lal, T.; Chapelle, O.; Weston, J.; Elisseeff, A.: Embedded methods. In: Feature Extraction: Foundations and Applications, pp. 137 - 165 (Eds. Guyon, I.; Gunn, S.; Nikravesh, M.; Zadeh, L.). Springer, Berlin, Germany (2006)

Farquhar, J.; Hill, N.; Lal, T.; Schölkopf, B.: Regularised CSP for Sensor Selection in BCI. In: 3rd International Brain-Computer Interface Workshop and Training Course 2006, pp. 14 - 15 (Ed. Müller-Putz, G.). 3rd International Brain-Computer Interface Workshop and Training Course 2006, Graz, Austria, September 21, 2006 - September 24, 2006. Verlag der Technischen Universität Graz, Graz, Austria (2006)

Hill, N.; Farquhar, J.; Lal, T.; Schölkopf, B.: Time-Dependent Demixing of Task-Relevant EEG Signals. In: 3rd International Brain-Computer Interface Workshop and Training Course 2006, pp. 20 - 21 (Ed. Müller-Putz, G.). 3rd International Brain-Computer Interface Workshop and Training Course 2006, Graz, Austria, September 21, 2006 - September 24, 2006. Verlag der Technischen Universität Graz, Graz, Austria (2006)

Hill, N.; Lal, T.; Schröder, M.; Hinterberger, T.; Widman, G.; Elger, C.; Schölkopf, B.; Birbaumer, N.: Classifying Event-Related Desynchronization in EEG, ECoG and MEG Signals. In: Pattern Recognition: 28th DAGM Symposium, Berlin, Germany, September 12-14, 2006, pp. 404 - 413 (Eds. Franke, K.; Müller, K.-R.; Nickolay, B.; Scäfer, R.). 28th Annual Symposium of the German Association for Pattern Recognition (DAGM 2006), Berlin, Germany, September 12, 2006 - September 14, 2006. Springer, Berlin, Germany (2006)

Lal, T.; Schröder, M.; Hill, J.; Preissl, H.; Hinterberger, T.; Meilinger, J.; Bogdan, M.; Rosenstiel, W.; Hofmann, T.; Birbaumer, N. et al.; Schölkopf, B.: A Brain Computer Interface with Online Feedback based on Magnetoencephalography. In: ICML '05: 22nd international conference on Machine learning, pp. 465 - 472 (Eds. Dzeroski, S.; de Raedt, L.; Wrobel, S.). 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 07, 2008 - August 11, 2008. ACM Press, New York, NY, USA (2005)

Hill, N.; Lal, T.; Bierig, K.; Birbaumer, N.; Schölkopf, B.: An Auditory Paradigm for Brain-Computer Interfaces. In: Advances in Neural Information Processing Systems 17, pp. 569 - 576 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 2004. MIT Press, Cambridge, MA, USA (2005)

Lal, T.; Hinterberger, T.; Widman, G.; Schröder , M.; Hill, J.; Rosenstiel, W.; Elger, C.; Schölkopf, B.; Birbaumer, N.: Methods Towards Invasive Human Brain Computer Interfaces. In: Advances in Neural Information Processing Systems 17, pp. 737 - 744 (Eds. Saul, L.; Weiss, Y.; Bottou, L.). Eighteenth Annual Conference on Neural Information Processing Systems (NIPS 2004), Vancouver, BC, Canada, December 13, 2004 - December 16, 2004. MIT Press, Cambridge, MA, USA (2005)

Hill, J.; Lal, T.; Bierig, K.; Birbaumer, N.; Schölkopf, B.: Attention modulation of auditory event-related potentials in a brain-computer interface. In: IEEE International Workshop on Biomedical Circuits and Systems 2004, pp. S3.5.INV-17 - S3.5.INV-20. IEEE International Workshop on Biomedical Circuits and Systems (BioCAS 2004), Singapore, December 01, 2004 - December 03, 2004. IEEE Computer Society, Los Alamitos, CA, USA (2005)

Hein, H.; Lal, T.; Bousquet, O.: Hilbertian Metrics on Probability Measures and their Application in SVM's. In: Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 - September 1, 2004, pp. 270 - 277 (Eds. Rasmussen, C.; Bülthoff, H.; Schölkopf, B.; Giese, M.). 26th Annual Symposium of the German Association for Pattern Recognition (DAGM 2004), Tübingen, Germany, August 30, 2004 - September 01, 2004. Springer, Berlin, Germany (2004)

Zhou, D.; Bousquet, O.; Lal, T.; Weston, J.; Schölkopf, B.: Learning with Local and Global Consistency. In: Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference, pp. 321 - 328 (Eds. Thrun, S.; Saul, L.; Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), Vancouver, BC, Canada, December 08, 2003 - December 13, 2003. MIT Press, Cambridge, MA, USA (2004)

Bensch, M.; Bogdan, M.; Hill, N.; Lal, T.; Rosenstiel, W.; Schölkopf, B.; Schröder, M.: Machine-Learning Approaches to BCI in Tübingen. In Third International Meeting on Brain–Computer Interface Technology (BCI 2005): Making a Difference. Third International Meeting on Brain–Computer Interface Technology (BCI 2005): Making a Difference, Rensselaerville, New York. (2005)