PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Benjamin Blankertz

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Number of EPrints submitted by this user: 102

The Berlin Brain-Computer Interface for Rapid Response
Matthias Krauledat, Guido Dornhege, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller
Biomedizinische Technik (Biomedical Engineering) Volume 49, Number 1, pp. 61-62, 2004.

Machine Learning Techniques for Brain-Computer Interfaces
Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz
Biomedical Engineering (Biomedizinische Technik) Volume 49, Number Suppl 1, pp. 11-22, 2004. ISSN 0939-4990

The BCI Competition 2003: Progress and Perspectives in Detection and Discrimination of EEG Single Trials
Benjamin Blankertz, Klaus-Robert Müller, Gabriel Curio, Theresa M. Vaughan, Gerwin Schalk, Jonathan R. Wolpaw, Alois Schlögl, Christa Neuper, Gert Pfurtscheller, Thilo Hinterberger, Michael Schröder and Niels Birbaumer
IEEE Transactions on Biomedical Engineering Volume 51, Number 6, pp. 1044-1051, 2004. ISSN 0018-9294

Bayesian Classification of Single-Trial Event-Related Potentials in EEG
Jens Kohlmorgen and Benjamin Blankertz
International Journal of Bifurcation and Chaos Volume 14, Number 2, pp. 719-726, 2004.

The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for on-line control in gaming applications
Roman Krepki, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller
Multimedia Tools and Applications (Special Issue on Distributed Adaption, Representation and Processing of Multimedia Information) Volume 65, pp. 460-477, 2007.

Brain-computer communication with slow cortical potentials: Methodology and critical aspects.
Thilo Hinterberger, Stefan Schmidt, Nicola Neumann, Jürgen Mellinger, Benjamin Blankertz, Gabriel Curio and Niels Birbaumer
EEE Trans. Biomed. Eng. Volume 51, Number 6, pp. 1011-1018, 2004. ISSN 0018-9294

The non-invasive Berlin Brain-Computer Interface: Fast Acquisition of Effective Performance in Untrained Subjects
Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Gabriel Curio
Neuroimage Volume 37, Number 2, pp. 539-550, 2007.

Towards Adaptive Classification for BCI
Pradeep Shenoy, Matthias Krauledat, Benjamin Blankertz, Rajesh P. N. Rao and Klaus-Robert Müller
Journal of Neural Engineering Volume 3, R13-R23, 2006.

Spatio-Spectral Filter for Improved Classification of Single-Trial EEG
Steven Lemm, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller
IEEE Trans. Biomed. Eng. Volume 52, Number 9, pp. 1541-1548, 2005.

The Berlin Brain-Computer Interface: EEG-based communication without subject training
Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller, Volker Kunzmann, Florian Losch and Gabriel Curio
IEEE Trans. Neural Sys. Rehab. Eng. Volume 14, Number 2, pp. 147-152, 2006.

The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell
Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Michael Schroeder, John Williamson, Roderick Murray-Smith and Klaus-Robert Müller
Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006 2006.

The Berlin Brain-Computer Interface: Machine learning based detection of user specific brain states
Benjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio and Klaus-Robert Müller
J. Universal Computer Sci. Volume 12, Number 6, pp. 581-607, 2006.

The BCI competition III: Validating alternative approachs to actual BCI problems.
Benjamin Blankertz, Klaus-Robert Müller, Dean Krusienski, Gerwin Schalk, Jonathan Wolpaw, Alois Schlögl, Gert Pfurtscheller, José del R Millán, Michael Schroeder and Niels Birbaumer
Trans. Neural Sys. Rehab. Eng. Volume 14, Number 2, pp. 153-159, 2006.

Is the locus of control of reinforcement a predictor of brain-computer interface performance?
Wenke Burde and Benjamin Blankertz
Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006 pp. 108-109, 2006.

A bayesian approach for adaptive BCI classification
Motoaki Kawanabe, Matthias Krauledat and Benjamin Blankertz
Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006 pp. 54-55, 2006.

On-line differentiation of neuroelectric activities: algorithms and applications
Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Schroeder, Gabriel Curio and Klaus-Robert Müller
Proceedings of the 28th Annual International Conference IEEE EMBS on Biomedicine 2006.

Brain state differences between calibration and application session influence BCI classification accuracy
Matthias Krauledat, Florian Losch and Gabriel Curio
Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006 pp. 60-61, 2006.

Berlin Brain-Computer Interface - the HCI communication channel for discovery
Roman Krepki, Gabriel Curio, Benjamin Blankertz and Klaus-Robert Müller
Int. J. Hum. Comp. Studies 2005.

Toward non-invasive brain-computer interfaces
Klaus-Robert Müller and Benjamin Blankertz
IEEE Signal Proc. Magazine Volume 23, Number 5, pp. 125-128, 2006.

EEG-based control of reaching to visual targets
Florin Popescu, Yakob Badower, Siamac Fazli, Guido Dornhege and Klaus-Robert Müller
Dynamical Principles for neuroscience and intelligent biomimetic devices - Abstracts of the EPFL-LATSIS Symposium 2006 pp. 123-124, 2006.

Importance-Weighted Cross-Validation for Covariate Shift
Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege and Klaus-Robert Müller
Proc. DAGM, LNCS 4174 pp. 354-363, 2006.

The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects
Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Gabriel Curio
Neuroimage Volume 37, Number 2, pp. 539-550, 2007.

A note on brain actuated spelling with the Berlin Brain-Computer Interface
Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, John Williamson, Roderick Murray-Smith and Klaus-Robert Müller
Universal Access in HCI, Part II, HCII 2007, LNCS Springer. Volume 4555, pp. 759-768, 2007.

Toward Brain-Computer Interfacing
Guido Dornhege, José del R Millán, Thilo Hinterberger, Dennis McFarland and Klaus-Robert Müller, ed. (2007) MIT Press , Cambridge, MA .

Robustifying EEG data analysis by removing outliers
Matthias Krauledat, Guido Dornhege, Benjamin Blankertz and Klaus-Robert Müller
Choas and Complexity Letters Volume 2, Number 3, pp. 259-274, 2007.

The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for online control in gaming applications
Roman Krepki, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller
Journal of Multimedia Tools and Applications Volume 33, Number 1, pp. 73-90, 2007.

Berlin brain-computer interface - the hci communication channel for discovery
Roman Krepki, Guido Dornhege, Benjamin Blankertz and Klaus-Robert Müller
Int. J. Hum. Comp. Studies Volume 65, pp. 460-477, 2007.

Aggregating classification accuracy across time: Application to single trial EEG
Steven Lemm
Advances in Neural Inf. Proc. Systems (NIPS 06) Volume 19, pp. 825-832, 2207.

Machine learning and applications for brain-computer interfacing
Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz
Human Interface, Part I, HCII 2007, Springer LNCS Volume 4557, pp. 705-714, 2007.

Single trial classification of motor imagination using 6 dry EEG electrodes
Florin Popescu, Siamac Fazli, Yakob Badower, Benjamin Blankertz and Klaus-Robert Müller
PLoS ONE Volume 2, Number 7, 2007.

Classifying Matrices with a Spectral Regularization
Ryota Tomioka and Kazuyuki Aihara
ICML '07: Proceedings of the 24th international conference on Machine learning pp. 895-902, 2007.

Logistic regression for single trial EEG classification
Ryota Tomioka, Kazuyuki Aihara and Klaus-Robert Müller
Advances in Neural Information Processing Systems Volume 19, pp. 1377-1384, 2007.

Covariate shift adaptation by importance weighted cross validation
Masashi Sugiyama, Matthias Krauledat and Klaus-Robert Müller
J. Machine Learning Res. Volume 8, pp. 1027-1061, 2007.

Invariant common spatial patterns: Alleviating nonstationarities in brain-computer interfacing
Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike Hohlefeld, Vadim Nikulin and Klaus-Robert Müller
Advances in Neural Information Processing Systems Volume 20, 2008.

Optimizing spatial filters for robust EEG single-trial analysis
Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe and Klaus-Robert Müller
IEEE Signal Proc. Magazine Volume 25, Number 1, pp. 41-56, 2008.

Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring
Klaus-Robert Müller, Michael Tangermann, Guido Dornhege, Matthias Krauledat, Gabriel Curio and Benjamin Blankertz
J. Neurosci. Methods Volume 167, Number 1, pp. 82-90, 2008.

The Berlin brain-computer interface: Machine-learning based detection of user specific brain states
Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Volker Kunzmann, Florian Losch, Gabriel Curio and Klaus-Robert Müller
In: Toward Brain-Computer Interfacing (2007) MIT Press , Cambridge, MA , pp. 85-102. ISBN 978-0-262-04244-4

Improving human performance in a real operating environment through real-time mental workload detection
Jens Kohlmorgen, Guido Dornhege, Mikio Braun, Benjamin Blankertz, Klaus-Robert Müller, Gabriel Curio, Konrad Hagemann, Andreas Bruns, Michael Schrauf and Wilhelm Kincses
In: Toward Brain-Computer Interfacing (2007) MIT Press , Cambridge, MA , pp. 409-422. ISBN 978-0-262-04244-4

General signal processing and machine learning tools for BCI
Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Benjamin Blankertz
In: Toward Brain-Computer Interfacing (2007) MIT Press , Cambridge, MA , pp. 207-234. ISBN 978-0-262-04244-4

An introduction to brain computer interfacing
Kübler Andrea and Klaus-Robert Müller
In: Toward Brain-Computer Interfacing (2007) MIT Press , Cambridge, MA , pp. 1-26. ISBN 978-0-262-04244-4

Reducing calibration time for brain-computer interfaces: A clustering approach
Matthias Krauledat, Michael Schröder, Benjamin Blankertz and Klaus-Robert Müller
Advances in Neural Information Processing Systems Volume 19, pp. 753-760, 2007.

The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects
Benjamin Blankertz, Florian Losch, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Klaus-Robert Müller
IEEE Trans Biomed Eng Volume 55, Number 10, pp. 2452-2462, 2008.

Playing pinball with non-invasive BCI
Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz and Klaus-Robert Müller
Advances in Neural Information Processing Systems Volume 21, 2008.

The Berlin Brain-Computer Interface
Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Marton Donaczy, Gabriel Curio and Klaus-Robert Müller
WCCI 2008 Plenary/Invited Lectures (LNCS) Volume 5050, pp. 79-101, 2008.

Ensembles of temporal filters enhance classification performance for ERD-based BCI systems
Siamac Fazli, Cristian Grozea, Marton Donaczy, Benjamin Blankertz, Klaus-Robert Müller and Florin Popescu
Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course 2008 2008.

Towards zero training for brain-computer interfacing
Matthias Krauledat, Michael Tangermann, Benjamin Blankertz and Klaus-Robert Müller
PLoS One Volume 3, Number 8, e2967, 2008.

Computational Challenges for Noninvasive Brain Computer Interfaces
Florin Popescu, Benjamin Blankertz and Klaus-Robert Müller
IEEE Intelligent Systems Volume 23, Number 3, pp. 78-79, 2008.

Toroidal models in tonal theory and pitch- class analysis
Hendrik Purwins, Benjamin Blankertz and Klaus Obermayer
In: Tonal Theory for the Digital Age, Computing in Musicology (2008) MIT Press , Menlo Park , pp. 74-103.

A platform-independent open-source feedback framework for BCI systems
Bastian Venthur and Benjamin Blankertz
Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course 2008 pp. 385-389, 2008.

Unsupervised adaptation of the LDA classifier for Brain-Computer Interfaces.
Carmen Vidaurre, Alois Schloegl, Benjamin Blankertz, Motoaki Kawanabe and Klaus-Robert Müller
Proceedings of the 4th International Brain-Computer Interface Workshop and Training Course 2008 pp. 122-127, 2008.

Co-adaptive calibration to improve brain–computer interface effciency
C Vidaurre, C Sannelli, K-R Muller and B Blankertz
JNE 2011.

Investigation of Non-stationarity in Brain Activity via Robust Principal Component Analysis
M Kawanabe, J Pascual and C Vidaurre
In: BCCN conference, Berlin, Germany(2010).

Investigating EEG non-stationarities with Robust PCA and its application to improve BCI performance
J Pascual, C Vidaurre and M Kawanabe
International Journal of Bioelectromagnetism 2011.

Machine-Learning Based Co-adaptive Calibration for Brain-Computer Interfaces
C Vidaurre, C Sannelli, K-R Muller and B Blankertz
Neural Computation Volume 23, Number 3, pp. 791-816, 2011.

Towards unsupervised adaptation of LDA for Brain Computer Interfaces
C Vidaurre, M Kawanabe, P Buenau, B Blankertz and K-R Muller
IEEE TBME Volume 58, Number 3, pp. 587-597, 2011.

A novel brain-computer interface based on the rapid serial visual presentation paradigm
Laura Acqualagna, Matthias Treder, Martijn Schreuder and Benjamin Blankertz
In: IEEE EMBC 2010, 31 Aug - 4 Sept 2010, Buenos Aires.

Two-dimensional auditory P300 Speller with predictive text system
Johannes Höhne, Martijn Schreuder, Benjamin Blankertz and Michael Tangermann
Conf Proc IEEE Eng Med Biol Soc Volume 1, pp. 4185-4188, 2010.

Common Spatial Pattern Patches - an Optimized Filter Ensemble for Adaptive Brain-Computer Interfaces
C Sannelli, C Vidaurre, K-R Muller and B Blankertz
J Neural Eng Volume 8, Number 2, 025012-(7pp), 2011.

Novel paradigms for auditory P300 Spellers with spatial hearing: two online studies.
Johannes Höhne, Martijn Schreuder, Benjamin Blankertz, Klaus-Robert Müller and Michael Tangermann
In: Bernstein Conference on Computational Neuroscience 2010, 27 Sep - 01 Oct 2010, Berlin, Germany.

Novel Paradigms for Auditory ERP Spellers with Spatial Hearing: Two Online Studies
Johannes Höhne, Martijn Schreuder, Benjamin Blankertz, Klaus-Robert Müller and Michael Tangermann
In: TOBI Workshop ll, 2010, 02 Dec - 03 Dec 2010, Rome, Italy.

Using ERPs for assessing the (sub)conscious perception of noise
Anne K. Porbadnigk, Jan-N. Antons, Benjamin Blankertz, Matthias S. Treder, Robert Schleicher, Sebastian Moeller and Gabriel Curio
In: 32nd Annual Int'l Conference of the IEEE Engineering in Medicine and Biology Society, 31 Aug - 4 Sept 2010, Buenos Aires, Argentina.

On optimal channel configurations for SMR-based brain-computer interfaces
Claudia Sannelli, Thorsten Dickhaus, Sebastian Halder, Eva-Maria Hammer, Klaus-Robert Müller and Benjamin Blankertz
Brain Topography Volume 23, Number 2, 186-193, 2010. ISSN 0896-0267

Behind the Looking-Glass: A Review on Human Symmetry Perception
Matthias S Treder
Symmetry Volume 2, Number 3, pp. 1510-1543, 2010.

(C)overt attention and visual speller design in an ERP-based brain-computer interface
Matthias S Treder and Benjamin Blankertz
Behavioral and Brain Functions Volume 6, 28, 2010.

Integration of structure-from-motion and symmetry during surface perception
Matthias S Treder and Ruud Meulenbroek
Journal of Vision Volume 10, Number 4, pp. 1-17, 2010.

Towards gaze-independent visual brain-computer interfaces
Matthias S Treder, Nico M Schmidt and Benjamin Blankertz
Front. Comput. Neurosci. Conference Abstract: Bernstein Conference on Computational Neuroscience 2010.

Common spatial patterns patches: an ensemble of optimized spatial filters. An evaluation study
Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller and Benjamin Blankertz
Journal of Neural Engineering 2010.

Common spatial pattern patches - an optimized filter ensemble for adaptive brain-computer interfaces
Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller and Benjamin Blankertz
Conf Proc IEEE Eng Med Biol Soc. 4351- 4354, 2010.

Common Spatial Pattern Patches - an Optimized Spatial Filter for Adaptive BCIs
Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller and Benjamin Blankertz
Frontiers in Computational Neuroscience Volume 5, pp. 5-5, 2010. ISSN 1662-5188

Single-trial analysis and classification of ERP components - a tutorial
Benjamin Blankertz, Steven Lemm, Matthias Treder, Stefan Haufe and Klaus-Robert Müller
NueroImage 2010.

The Berlin Brain-Computer Interface: Non-Medical Uses of BCI Technology
Benjamin Blankertz, M Tangermann, C Vidaurre, S Fazli, C Sannelli, S Haufe, C Maeder, LE Ramsey, I Sturm, G Curio and Klaus-Robert Müller
Front Neuroscience Volume 4, 198, 2010.

Detecting Mental States by Machine Learning Techniques: The Berlin Brain-Computer Interface
Benjamin Blankertz, M Tangermann, C Vidaurre, T Dickhaus, C Sannelli, F Popescu, S Fazli, M Danócy, G Curio and Klaus-Robert Müller
In: Brain-Computer Interfaces (Revolutionizing Human-Computer Interaction) (2010) Springer .

Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs
NM Schmidt, Benjamin Blankertz and MS Treder
Front Comput Neurosci 2010.

Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs
NM Schmidt, Benjamin Blankertz and MS Treder
In: IEEE Conference on Systems, Man and Cybernetics (SMC2010), Istanbul, Turkey(2010).

A gaze independent spelling based on rapid serial visual presentation.
Laura Acqualagna and Benjamin Blankertz
In: Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE, 30 Aug-3 Sept 2011, Boston, MA.

Psychological predictors of SMR-BCI performance
EM Hammer, S Halder, Benjamin Blankertz, C Sannelli, Thorsten Dickhaus, S Kleih, Klaus-Robert Müller and A Kübler
Biol Psychol Volume 89, Number 1, pp. 80-86, 2012.

Control-Display Mapping in Brain-Computer Interfaces
M Thurlings, J van Erp, AM Brouwer, Benjamin Blankertz and P Werkhoven
Ergonomics Volume 55, Number 5, pp. 564-580, 2012.

Single-trial analysis and classification of ERP components - a tutorial
Benjamin Blankertz, S Lemm, MS Treder, S Haufe and Klaus-Robert Müller
Neuroimage Volume 56, pp. 814-825, 2011.

EEG potentials predict upcoming emergency brakings during simulated driving
S Haufe, MS Treder, MF Gugler, M Sagebaum, G Curio and Benjamin Blankertz
J Neural Eng Volume 8, 056001, 2011.

Revealing the neural Response to imperceptible peripheral Flicker with Machine Learning
Anne K Porbadnigk, Simon Scholler, Benjamin Blankertz, Arnd Ritz, Matthias Born, Robert Scholl, Klaus-Robert Müller, Gabriel Curio and Matthias S Treder
Conf Proc IEEE Eng Med Biol Soc pp. 3692-3695, 2011.

ERP assessment of word processing under broadcast bit rate limitations
Anne K Porbadnigk, Jan-Niklas Antons, Matthias S Treder, Benjamin Blankertz, Robert Schleicher, Sebastian Möller and Gabriel Curio
Neurosci Lett Volume 500(Supplement 1), e49, 2011.

Classifying motor imagery with FES induced EEG patterns
Javier Pascual, Ander Ramos and Carmen Vidaurre
In: Society of Applied Neuroscience meeting, 5-8 May 2011, Thessaloniki, Greece.

Introduction to machine learning for brain imaging
S Lemm, Benjamin Blankertz, T Dickhaus and Klaus-Robert Müller
Neuroimage Volume 56, pp. 387-399, 2011.

Motion-based ERP spellers in a covert attention paradigm
Sulamith Schaeff, Treder Matthias, Venthur Bastian and Blankertz Benjamin
In: SAN Meeting(2011).

Slow Feature Analysis as a Potential Preprocessing Tool in BCI
Sven Dähne, Klaus-Robert Müller and Michael Tangermann
Int J Bioelectromagnetism Volume 13, Number 2, pp. 100-101, 2011.

Adaptive Classification Improves Control Performance in ERP-Based BCIs
Sven Dähne, Johannes Höhne and Michael Tangermann
In: 5th International BCI Conference 2011, 22-24 Sept 2011, Graz.

Optimized Stimulation Events for a Visual ERP BCI
Michael Tangermann, Martijn Schreuder, Sven Dähne, Johannes Höhne, Sebastian Regler, Andrew Ramsay, Melissa Quek, John Williamson and Roderick Murray-Smith
Int J Bioelectromagnetism Volume 13, Number 3, pp. 119-120, 2011.

Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces
Sven Dähne, Johannes Höhne, Martijn Schreuder and Michael Tangermann
In: ICANN 2011, 14-17 June 2011, Helsinki.

Band power features correlate with performance in auditory brain-computer interface
Sven Dähne, Johannes Höhne, Martijn Schreuder and Michael Tangermann
In: XI International Conference on Cognitive Neuroscience (ICON XI), 25-29 Sept, Palma.

Enhanced performance by a Hybrid NIRS-EEG Brain Computer Interface
Siamac Fazli, Jan Mehnert, Jens Steinbrink, Gabriel Curio, Arno Villringer, Klaus-Robert Müller and Benjamin Blankertz
NeuroImage Volume 59, Number 1, pp. 519-529, 2012. ISSN 1053-8119

L1-penalized Linear Mixed-Effects Models for high dimensional data with application to BCI
Siamac Fazli, Marton Danoczy, Juerg Schelldorfer and Klaus-Robert Müller
NeuroImage Volume 56, Number 4, pp. 2100-2108, 2011. ISSN 1053-8119

Bristle-sensors—low-cost flexible passive dry EEG electrodes for neurofeedback and BCI applications
Cristitan Grozea, Catalin D. Voinescu and Siamac Fazli
Journal of Neural Engineering Volume 8, Number 2, 025008, 2011.

ℓ 1-Penalized Linear Mixed-Effects Models for BCI
Siamac Fazli, Marton Danoczy, Jürg Schelldorfer and Klaus-Robert Müller
In: ICANN 2011, 14-17 Jun 2011, Espoo, Finland.

Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses
S Haufe, V Nikulin and G Nolte
In: LATENT VARIABLE ANALYSIS AND SIGNAL SEPARATION Lecture Notes in Computer Science , 7191/2012 . (2012) Springer-Verlag , Berlin - Heidelberg , pp. 25-33. ISBN 7191/2012

Optimal imaging of cortico-muscular coherence through a novel regression technique based on multi-channel EEG and un-rectified EMG
Z Bayraktaroglu, K von Carlowitz-Ghor, F Losch, G Nolte, G Curio and V Nikulin
Neuroimage Volume 57, pp. 1059-1066, 2011.

A novel method for reliable and fast extraction of neuronal EEG/MEG oscillations on the basis of spatio-spectral decomposition
V Nikulin, G Nolte and G Curio
Neuroimage Volume 55, pp. 1528-1535, 2011.

Prestimulus sensorimotor rhythms influence brain-computer interface classification performance
Cecilia CL Maeder, Claudia Sannelli, Stefan Haufe and Benjamin Blankertz
IEEE Trans Neural Syst Rehabil Eng Volume 20, pp. 653-662, 2012.

Exploring motion VEPs for gaze-independent communication
Sulamith Schaeff, Matthias S Treder, Bastian Venthur and Benjamin Blankertz
J Neural Eng Volume 9, Number 4, 045006, 2012.

Online detection of error-related potentials boosts the performance of mental typewriters
Nico M Schmidt, Benjamin Blankertz and Matthias S Treder
BMC Neurosci Volume 13, 19, 2012.

Towards a Direct Measure of Video Quality Perception using EEG
Simon Scholler, Sebastian Bosse, Matthias S Treder, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller and Thomas Wiegand
IEEE Trans Image Process Volume 21, Number 5, pp. 2619-2629, 2012.

Bimodal versus unimodal: Does bimodal stimulus presentation increase usable ERP components for BCI performance?
Marieke Thurlings, Anne-Marie Brouwer, Jan van Erp, Benjamin Blankertz and Peter Werkhoven
J Neural Eng Volume 9, Number 4, 045005, 2012.

BCI applications for the general population
Benjamin Blankertz, Michael Tangermann and Klaus-Robert Müller
In: Brain-Computer Interfaces - Principles and Practice (2012) Oxford University Press , Oxford , pp. 363-372. ISBN 978-0195388855