PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Service message: Final deadline 28 February 2013. On this date the website will be frozen and no further changes to accounts or reports will be possible. All itemised accounting and end of year request reporting must be complete by this date.

Finance message: All spending should now be complete.

PASCAL Network

Full NameBenjamin Blankertz
TitlePost-Doc
SiteT U Berlin
StatusResearcher
Tel+49 30 63921875
Fax+49 30 63921805
WWWida.first.fraunhofer.de/~blanker

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Brain Computer Interfaces
User Modelling for Computer Human Interaction
Publications

Number of records: 106.

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 Conference or Workshop Item (2007)
A bayesian approach for adaptive BCI classification Motoaki Kawanabe, Matthias Krauledat and Benjamin Blankertz Article (September 2006)
A gaze independent spelling based on rapid serial visual presentation. Laura Acqualagna and Benjamin Blankertz Conference or Workshop Item Item not available online. (2011)
A maxmin approach to optimize spatial filters for EEG single-trial classification Motoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz and Klaus-Robert Müller Article (2009)
A New Auditory Multi-Class Brain-Computer Interface Paradigm: Spatial Hearing as an Informative Cue Martijn Schreuder, Benjamin Blankertz and Michael Tangermann Article Item not available online. (01 April 2010)
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 Article Item availablity restricted. (2007)
A novel 9-class auditory ERP paradigm driving a predictive text entry system J. Höhne, Martijn Schreuder, Benjamin Blankertz and Michael Tangermann Article Item not available online. (2011)
A novel brain-computer interface based on the rapid serial visual presentation paradigm Laura Acqualagna, Matthias Treder, Martijn Schreuder and Benjamin Blankertz Conference or Workshop Item Item not available online. (2010)
A platform-independent open-source feedback framework for BCI systems Bastian Venthur and Benjamin Blankertz Article (2008)
Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs NM Schmidt, Benjamin Blankertz and MS Treder Article Item not available online. (2010)
Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs NM Schmidt, Benjamin Blankertz and MS Treder Conference or Workshop Item (2010)
Bayesian Classification of Single-Trial Event-Related Potentials in EEG Jens Kohlmorgen and Benjamin Blankertz Article (2004)
BCI competition 2003 -- data set IIa: Spatial patterns of self-controlled brain rhythm modulations Gilles Blanchard and Benjamin Blankertz Article (2004)
Berlin Brain-Computer Interface - the HCI communication channel for discovery Roman Krepki, Gabriel Curio, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2005)
Berlin brain-computer interface - the hci communication channel for discovery Roman Krepki, Guido Dornhege, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2007)
Boosting bit rates in non-invasive EEG single-trial classifications by feature combination and multi-class paradigms Guido Dornhege, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article Item availablity restricted. (June 2004)
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 Article Item not available online. (June 2004)
Brain-computer interfacing in tetraplegic patients with high spinal cord injury Jan Conradi, Benjamin Blankertz, Michael Tangermann, Volker Kunzmann and Gabriel Curio Article (2009)
Classification of artifactual ICA components Michael Tangermann, Irene Winkler, Stefan Haufe and Benjamin Blankertz Article (2009)
Combined optimization for spatial and temporal filters for improving Brain-Computer Interfacing Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio and Klaus-Robert Müller Article Item not available online. (21 October 2005)
Common spatial pattern patches - an optimized filter ensemble for adaptive brain-computer interfaces Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller and Benjamin Blankertz Article Item availablity restricted. (2010)
Common Spatial Pattern Patches - an Optimized Spatial Filter for Adaptive BCIs Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller and Benjamin Blankertz Article Item availablity restricted. (2010)
Common spatial patterns patches: an ensemble of optimized spatial filters. An evaluation study Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller and Benjamin Blankertz Article Item availablity restricted. (04 August 2010)
Computational Challenges for Noninvasive Brain Computer Interfaces Florin Popescu, Benjamin Blankertz and Klaus-Robert Müller Article (2008)
Control-Display Mapping in Brain-Computer Interfaces M Thurlings, J van Erp, AM Brouwer, Benjamin Blankertz and P Werkhoven Article Item not available online. (2012)
Data Driven Neuroergonomic Optimization of BCI Stimuli Michael Tangermann, Johannes Höhne, Martijn Schreuder, Max Sagebaum, Benjamin Blankertz, Andrew Ramsay and Roderick Murray-Smith Conference or Workshop Item (22 September 2011)
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 Book Section Item not available online. (2010)
Detecting mental states by machine learning techniques: The Berlin Brain-Computer Interface Benjamin Blankertz, Michael Tangermann, Carmen Vidaurre, Thorsten Dickhaus, Claudia Sanelli, Florin Popescu, Siamac Fazli, Marton Danoczy, Gabriel Curio and Klaus-Robert Müller Book Section Item not available online. (2009)
EEG potentials predict upcoming emergency brakings during simulated driving S Haufe, MS Treder, MF Gugler, M Sagebaum, G Curio and Benjamin Blankertz Article Item not available online. (2011)
Effect of prestimulus SMR amplitude on BCI performance Cecilia Maeder, Claudia Sannelli, Stefan Haufe, Steven Lemm and Benjamin Blankertz Conference or Workshop Item (February 2010)
Enhancing Brain-Computer Interfaces by Machine Learning Techniques Benjamin Blankertz, Guido Dornhege, Steven Lemm, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item (12 December 2003)
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 Article (2008)
Event-Related Potentials preceding Emergency Braking Situations during Simulated Driving Stefan Haufe, Matthias Treder, Max Sagebaum, Manfred Gugler, Arne Ewald, Gabriel Curio and Benjamin Blankertz Conference or Workshop Item (February 2010)
General signal processing and machine learning tools for BCI Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Benjamin Blankertz Book Section Item not available online. (2007)
Importance-Weighted Cross-Validation for Covariate Shift Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege and Klaus-Robert Müller Article (September 2006)
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 Book Section Item not available online. (2007)
Improving speed and accuracy of Brain-Computer Interfaces using readiness potential features Matthias Krauledat, Guido Dornhege, Benjamin Blankertz, Florian Losch, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2004)
Increase Information Transfer Rate in BCI by CSP extension to multi-class Guido Dornhege, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2004)
Initial results of a high-speed spatial auditory BCI Martijn Schreuder, Michael Tangermann and Benjamin Blankertz Article (2009)
Introduction to machine learning for brain imaging S Lemm, Benjamin Blankertz, T Dickhaus and Klaus-Robert Müller Article Item not available online. (2011)
Introduction to Machine Learning for Brain Imaging Steven Lemm, Benjamin Blankertz, Thorsten Dickhaus and Klaus-Robert Müller Article Item not available online. (2010)
Invariant common spatial patterns: Alleviating nonstationarities in brain-computer interfacing Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike Hohlefeld, Vadim Nikulin and Klaus-Robert Müller Article (2008)
Is the locus of control of reinforcement a predictor of brain-computer interface performance? Wenke Burde and Benjamin Blankertz Article (September 2006)
Large-Scale EEG/MEG Source Localization with Spatial Flexibility Stefan Haufe, Ryota Tomioka, Thorsten Dickhaus, Claudia Sannelli, Benjamin Blankertz, Guido Nolte and Klaus-Robert Müller Article (2011)
Localization of class-related mu-rhythm desynchronization in motor imagery based Brain-Computer Interface sessions Stefan Haufe, Ryota Tomioka, Thorsten Dickhaus, Claudia Sannelli, Benjamin Blankertz, Guido Nolte and Klaus-Robert Müller Conference or Workshop Item (2010)
Machine learning and applications for brain-computer interfacing Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz Article Item availablity restricted. (2007)
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 Article Item not available online. (2008)
Machine Learning Techniques for Brain-Computer Interfaces Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz Article (September 2004)
Neural Signatures Enhance Emergency Braking Intention Detection during Simulated Driving Stefan Haufe, Matthias Treder, Max Sagebaum, Manfred Gugler, Arne Ewald, Gabriel Curio and Benjamin Blankertz Conference or Workshop Item Item not available online. (2010)
Neuronal correlates of emotions in human-machine interaction Benjamin Blankertz, Klaus-Robert Müller and Gabriel Curio Article (2009)
Neurophysiological Predictor of SMR-Based BCI Performance Benjamin Blankertz, Claudia Sannelli, Sebastian Halder, Eva Maria Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio and Thorsten Dickhaus Article Item not available online. (25 January 2010)
Novel Applications of BCI Technology: Psychophysiological Optimization of Working Conditions in Industry Bastian Venthur, Benjamin Blankertz, Manfred Gugler and Gabriel Curio Conference or Workshop Item Item availablity restricted. (2010)
Novel Paradigms for Auditory ERP Spellers with Spatial Hearing: Two Online Studies J. Höhne, Martijn Schreuder, Benjamin Blankertz, Klaus-Robert Müller and Michael Tangermann Article Item not available online. (2011)
Novel Paradigms for Auditory ERP Spellers with Spatial Hearing: Two Online Studies Johannes Höhne, Martijn Schreuder, Benjamin Blankertz, Klaus-Robert Müller and Michael Tangermann Conference or Workshop Item Item not available online. (2010)
Novel paradigms for auditory P300 Spellers with spatial hearing: two online studies. Johannes Höhne, Martijn Schreuder, Benjamin Blankertz, Klaus-Robert Müller and Michael Tangermann Conference or Workshop Item Item not available online. (2010)
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 Article Item not available online. (29 January 2010)
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 Article Item not available online. (2010)
On-line differentiation of neuroelectric activities: algorithms and applications Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Schroeder, Gabriel Curio and Klaus-Robert Müller Article (2006)
Optimizing spatial filters for robust EEG single-trial analysis Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)
Optimizing spatio-temporal filters for improving Brain-Computer Interfacing Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2005)
Performance optimization of ERP-based BCIs using dynamic stopping Martijn Schreuder, J. Höhne, M. Treder, Benjamin Blankertz and Michael Tangermann Article Item not available online. (August 2011)
Playing pinball with non-invasive BCI Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (December 2008)
Playing pinball with non-invasive BCI Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre and Klaus-Robert Müller Article Item not available online. (2009)
Practicing fast-decision BCI using a ``goalkeeper'' paradigm Lenny Ramsey, Michael Tangermann, Stefan Haufe and Benjamin Blankertz Article (2009)
Predicting BCI performance to study BCI illiteracy Benjamin Blankertz, Claudia Sanelli, Sebastian Halder, Eva-Maria Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio and Thorsten Dickhaus Conference or Workshop Item (2009)
Predicting BCI Performance to Study BCI Illiteracy Thorsten Dickhaus, Claudia Sannelli, Klaus-Robert Müller, Gabriel Curio and Benjamin Blankertz Article (2009)
Psychological predictors of SMR-BCI performance EM Hammer, S Halder, Benjamin Blankertz, C Sannelli, Thorsten Dickhaus, S Kleih, Klaus-Robert Müller and A Kübler Article Item not available online. (2012)
Putting AMUSE to work: an end-user study Martijn Schreuder, A. Riccio, F. Cincotti, M. Risetti, Benjamin Blankertz, Michael Tangermann and D. Mattia Article Item not available online. (2011)
Putting AMUSE to work: an end-user study Martijn Schreuder, A. Riccio, F. Cincotti, M. Risetti, Benjamin Blankertz, Michael Tangermann and Donatella Mattia Conference or Workshop Item Item not available online. (02 December 2010)
Pyff---A Platform-Independent Open-Source Feedback Framework for BCI Systems Bastian Venthur and Benjamin Blankertz Conference or Workshop Item Item not available online. (May 2010)
Pyff---A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Treder, Maria Kramarek, Klaus-Robert Müller and Benjamin Blankertz Article (2010)
Reducing calibration time for brain-computer interfaces: A clustering approach Matthias Krauledat, Michael Schröder, Benjamin Blankertz and Klaus-Robert Müller Article (2007)
Robust common spatial filters with a maxmin approach Motoaki Kawanabe, Carmen Vidaurre, Simon Scholler, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2009)
Robustifying EEG data analysis by removing outliers Matthias Krauledat, Guido Dornhege, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2007)
Single trial classification of motor imagination using 6 dry EEG electrodes Florin Popescu, Siamac Fazli, Yakob Badower, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2007)
Single-trial analysis and classification of ERP components - a tutorial Benjamin Blankertz, Steven Lemm, Matthias Treder, Stefan Haufe and Klaus-Robert Müller Article (2010)
Single-trial analysis and classification of ERP components - a tutorial Benjamin Blankertz, S Lemm, MS Treder, S Haufe and Klaus-Robert Müller Article Item not available online. (2011)
Spatio-Spectral Filter for Improved Classification of Single-Trial EEG Steven Lemm, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article (2005)
Stepwise variable selection using nonparametric multiple comparisons - On optimal channel configurations for SMR-based brain-computer interfaces Claudia Sannelli, Thorsten Dickhaus, Sebastian Halder, Eva Hammer, Klaus-Robert Müller and Benjamin Blankertz Conference or Workshop Item Item not available online. (06 October 2009)
Subject-independent mental state classification in single trials Siamac Fazli, Florin Popescu, Marton Danoczy, Benjamin Blankertz, Klaus-Robert Müller and Cristian Grozea Article (2009)
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 Article (June 2004)
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 Article (2006)
The Berlin Brain-Computer Interface Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Marton Donaczy, Gabriel Curio and Klaus-Robert Müller Article (2008)
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 Article Item availablity restricted. (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 Article Item availablity restricted. (2007)
The Berlin Brain-Computer Interface for Rapid Response Matthias Krauledat, Guido Dornhege, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article Item availablity restricted. (September 2004)
The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell Benjamin Blankertz, Guido Dornhege, M. Krauledat, Michael Schroeder, John Williamson, Roderick Murray-Smith and Klaus-Robert Müller Conference or Workshop Item (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 Article (September 2006)
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 Article Item not available online. (2008)
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 Article (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 Article (August 2006)
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 Book Section Item not available online. (2007)
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 Article Item not available online. (2010)
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 Article Item not available online. (2007)
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 Article Item availablity restricted. (2007)
Time Domain Parameters as a feature for EEG-Based Brain Computer Interfaces Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz and Alois Schlögl Article Item not available online. (November 2009)
Time domain parameters as a feature for EEG-based brain computer interfaces Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz and Alois Schlögl Article Item not available online. (2009)
Toroidal models in tonal theory and pitch- class analysis Hendrik Purwins, Benjamin Blankertz and Klaus Obermayer Book Section (2008)
Toward non-invasive brain-computer interfaces Klaus-Robert Müller and Benjamin Blankertz Article Item not available online. (September 2006)
Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning Benjamin Blankertz and Carmen Vidaurre Article Item not available online. (2009)
Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning Carmen Vidaurre and Benjamin Blankertz Article Item not available online. (2009)
Towards Adaptive Classification for BCI Pradeep Shenoy, Matthias Krauledat, Benjamin Blankertz, Rajesh P. N. Rao and Klaus-Robert Müller Article Item not available online. (2006)
Towards zero training for brain-computer interfacing Matthias Krauledat, Michael Tangermann, Benjamin Blankertz and Klaus-Robert Müller Article (2008)
Two-dimensional auditory P300 Speller with predictive text system Johannes Höhne, Martijn Schreuder, Benjamin Blankertz and Michael Tangermann Article Item not available online. (2010)
Unsupervised adaptation of the LDA classifier for Brain-Computer Interfaces. Carmen Vidaurre, Alois Schloegl, Benjamin Blankertz, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)
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 Conference or Workshop Item (September 2010)

This list was generated on Tue Oct 21 09:33:59 BST 2014.