Covariate shift adaptation by importance weighted cross validation M Sugiyama, M Krauledat, KR Müller The Journal of Machine Learning Research 8, 985-1005, 2007 | 1157 | 2007 |
The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects B Blankertz, G Dornhege, M Krauledat, KR Müller, G Curio NeuroImage 37 (2), 539-550, 2007 | 1157 | 2007 |
Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring KR Müller, M Tangermann, G Dornhege, M Krauledat, G Curio, ... Journal of neuroscience methods 167 (1), 82-90, 2008 | 596 | 2008 |
Towards adaptive classification for BCI P Shenoy, M Krauledat, B Blankertz, RPN Rao, KR Müller Journal of Neural Engineering 3, R13, 2006 | 576 | 2006 |
Combined optimization of spatial and temporal filters for improving brain-computer interfacing G Dornhege, B Blankertz, M Krauledat, F Losch, G Curio, KR Muller Biomedical Engineering, IEEE Transactions on 53 (11), 2274-2281, 2006 | 468 | 2006 |
The Berlin Brain-Computer Interface: EEG-based communication without subject training B Blankertz, G Dornhege, M Krauledat, KR Muller, V Kunzmann, F Losch, ... Neural Systems and Rehabilitation Engineering, IEEE Transactions on 14 (2 …, 2006 | 463 | 2006 |
The Berlin Brain--Computer Interface: accurate performance from first-session in BCI-naive subjects B Blankertz, F Losch, M Krauledat, G Dornhege, G Curio, KR Muller Biomedical Engineering, IEEE Transactions on 55 (10), 2452-2462, 2008 | 407 | 2008 |
Machine learning techniques for brain-computer interfaces KR Müller, M Krauledat, G Dornhege, G Curio, B Blankertz | 303 | 2004 |
Towards zero training for brain-computer interfacing M Krauledat, M Tangermann, B Blankertz, KR Müller PLoS One 3 (8), e2967, 2008 | 299 | 2008 |
The Berlin Brain-Computer Interface: Machine learning based detection of user specific brain states B Blankertz, G Dornhege, S Lemm, M Krauledat, G Curio, KR Müller Journal of Universal Computer Science 12 (6), 581-607, 2006 | 180 | 2006 |
The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell. B Blankertz, G Dornhege, M Krauledat, M Schröder, J Williamson, ... | 178 | 2006 |
A note on brain actuated spelling with the Berlin brain-computer interface B Blankertz, M Krauledat, G Dornhege, J Williamson, R Murray-Smith, ... Universal Access in Human-Computer Interaction. Ambient Interaction, 759-768, 2007 | 157 | 2007 |
Designing for uncertain, asymmetric control: interaction design for brain–computer interfaces J Williamson, R Murray-Smith, B Blankertz, M Krauledat, KR Müller International Journal of Human-Computer Studies 67 (10), 827-841, 2009 | 142 | 2009 |
Optimizing spatio-temporal filters for improving brain-computer interfacing G Dornhege, B Blankertz, M Krauledat, F Losch, G Curio, K Muller Advances in Neural Information Processing Systems 18, 315, 2006 | 93 | 2006 |
Reducing calibration time for brain-computer interfaces: A clustering approach M Krauledat, M Schröder, B Blankertz, KR Müller Advances in Neural Information Processing Systems 19, 753-760, 2007 | 91 | 2007 |
Improving speed and accuracy of brain-computer interfaces using readiness potential features M Krauledat, G Dornhege, B Blankertz, F Losch, G Curio, KR Muller Engineering in Medicine and Biology Society, 2004. IEMBS'04. 26th Annual …, 2004 | 57 | 2004 |
Robustifying EEG data analysis by removing outliers M Krauledat, G Dornhege, B Blankertz, KR Müller Chaos and Complexity Letters 2 (3), 259-274, 2007 | 54 | 2007 |
13 General Signal Processing and Machine Learning Tools for BCI Analysis G Dornhege, M Krauledat, KR Muller, B Blankertz Toward brain-computer interfacing, 207, 2007 | 50 | 2007 |
Machine learning and applications for brain-computer interfacing KR Müller, M Krauledat, G Dornhege, G Curio, B Blankertz Proceedings of the 2007 conference on Human interface: Part I, 705-714, 2007 | 34 | 2007 |
The Berlin brain-computer interface for rapid response M Krauledat, G Dornhege, B Blankertz, G Curio, KR Müller Biomedizinische Technik (Biomedical Engineering) 49 (1), 61-62, 2004 | 34 | 2004 |