Benjamin Blankertz
Benjamin Blankertz
Technische Universität Berlin, Neurotechnology group
Verified email at tu-berlin.de - Homepage
TitleCited byYear
Optimizing spatial filters for robust EEG single-trial analysis
B Blankertz, R Tomioka, S Lemm, M Kawanabe, KR Muller
IEEE Signal processing magazine 25 (1), 41-56, 2007
14252007
Single-trial analysis and classification of ERP components—a tutorial
B Blankertz, S Lemm, M Treder, S Haufe, KR Müller
NeuroImage 56 (2), 814-825, 2011
8222011
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials
B Blankertz, KR Muller, G Curio, TM Vaughan, G Schalk, JR Wolpaw, ...
IEEE transactions on biomedical engineering 51 (6), 1044-1051, 2004
7162004
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
7092007
The BCI competition III: Validating alternative approaches to actual BCI problems
B Blankertz, KR Muller, DJ Krusienski, G Schalk, JR Wolpaw, A Schlogl, ...
IEEE transactions on neural systems and rehabilitation engineering 14 (2 …, 2006
7002006
Boosting Bit Rates in Noninvasive EEG Single-Trial Classifications by Feature Combination and Multiclass Paradigms
G Dornhege, B Blankertz, G Curio, KR Muller
IEEE Transactions on Biomedical Engineering 51 (6), 993-1002, 2004
5502004
Classifying single trial EEG: Towards brain computer interfacing
B Blankertz, G Curio, KR Müller
Advances in neural information processing systems, 157-164, 2002
5362002
Spatio-spectral filters for improving the classification of single trial EEG
S Lemm, B Blankertz, G Curio, KR Muller
IEEE transactions on biomedical engineering 52 (9), 1541-1548, 2005
5012005
On the interpretation of weight vectors of linear models in multivariate neuroimaging
S Haufe, F Meinecke, K Görgen, S Dähne, JD Haynes, B Blankertz, ...
Neuroimage 87, 96-110, 2014
4912014
Introduction to machine learning for brain imaging
S Lemm, B Blankertz, T Dickhaus, KR Müller
Neuroimage 56 (2), 387-399, 2011
4752011
Neurophysiological predictor of SMR-based BCI performance
B Blankertz, C Sannelli, S Halder, EM Hammer, A Kübler, KR Müller, ...
Neuroimage 51 (4), 1303-1309, 2010
4582010
Enhanced performance by a hybrid NIRS–EEG brain computer interface
S Fazli, J Mehnert, J Steinbrink, G Curio, A Villringer, KR Müller, ...
Neuroimage 59 (1), 519-529, 2012
4122012
Towards adaptive classification for BCI
P Shenoy, M Krauledat, B Blankertz, RPN Rao, KR Müller
Journal of neural engineering 3 (1), R13, 2006
4112006
Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring.
KR Muller, M Tangermann, G Dornhege, M Krauledat, G Curio, ...
Journal of Neuroscience Methods 167 (1), 82-90, 2008
3922008
The Berlin Brain-Computer Interface: EEG-based communication without subject training
B Blankertz, G Dornhege, M Krauledat, KR Muller, V Kunzmann, F Losch, ...
IEEE transactions on neural systems and rehabilitation engineering 14 (2 …, 2006
3722006
(C)overt attention and visual speller design in an ERP-based brain-computer interface
MS Treder, B Blankertz
Behavioral and Brain Functions 6 (28), 2010
3322010
Towards a cure for BCI illiteracy
C Vidaurre, B Blankertz
Brain topography 23 (2), 194-198, 2010
3222010
Review of the BCI competition IV
M Tangermann, KR Müller, A Aertsen, N Birbaumer, C Braun, C Brunner, ...
Frontiers in neuroscience 6, 55, 2012
3122012
Combined optimization of spatial and temporal filters for improving brain-computer interfacing
G Dornhege, B Blankertz, M Krauledat, F Losch, G Curio, KR Muller
IEEE transactions on biomedical engineering 53 (11), 2274-2281, 2006
3062006
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 Müller
IEEE transactions on biomedical engineering 55 (10), 2452-2462, 2008
2852008
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Articles 1–20