PASCAL - Pattern 
Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameKlaus-Robert Müller
TitleProfessor
SiteFraunhofer-Institut für Rechnerarchitektur und Softwaretechnik
StatusResearcher
Tel0049 30 63921860
Fax0049 30 63921805
WWWida.first.fraunhofer.de/~klaus

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Haptics
Brain Computer Interfaces
Publications

Number of records: 173.

Analysis of Multimodal Neuroimaging Data Felix Bießmann, Sergej Plis, Frank Meinecke, Tom Eichele and Klaus-Robert Müller Article Item not available online. (2011)
BCI Meeting 2005 - Workshop on BCI signal processing: Feature extraction and translation D McFarland, CW Anderson, Klaus-Robert Müller, A Schloegl and DJ Krusienski Article Item not available online. (2006)
Measuring Phase Synchronization of Superimposed Signals F Meinecke, A Ziehe, J Kurths and Klaus-Robert Müller Article (2005)
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)
On the information and representation of non-euclidean pairwise data J Laub, Volker Roth, Joachim Buhmann and Klaus-Robert Müller Article Item not available online. (2006)
Pattern Recognition: Proceedings of DAGM 2006 Book Item not available online. (2006)
A critical assessment of connectivity measures for EEG data: a simulation study Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller and Guido Nolte Article Item availablity restricted. (2012)
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation Andreas Ziehe, Guido Nolte, Pavel Laskov and Klaus-Robert Müller Article (July 2004)
A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization Steven Lemm, Klaus-Robert Müller and Gabriel Curio Article (07 August 2009)
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 algorithm of non-Gaussian component analysis with radial kernel functions Motoaki Kawanabe, Gilles Blanchard, Masahi Sugiyama and Klaus-Robert Müller Article Item availablity restricted. (2007)
A New Scatter-Based Multi-Class Support Vector Machine Robert Jenssen, Marius Kloft, Sören Sonnenburg, Alexander Zien and Klaus-Robert Müller Book Section (2011)
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 dimension reduction procedure for searching non-gaussian subspaces. Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Conference or Workshop Item Item availablity restricted. (2006)
A Self-Learning System for Detection of Anomalous SIP Messages Konrad Rieck, Stefan Wahl, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller Article (August 2008)
Accurate Solubility Prediction with Error Bars for Electrolytes: A Machine Learning Approach Anton Schwaighofer, Timon Schroeter, Sebastian Mika, Julian Laub, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
Adaptive methods in BCI research -- an introductory tutorial Alois Schlögl, Carmen Vidaurre and Klaus-Robert Müller Book Section Item not available online. (2009)
Algebraic Geometric Comparison of Probability Distributions F J Kiraly, Paul Buenau, Frank Meinecke and Klaus-Robert Müller Article (2011)
An introduction to brain computer interfacing Kübler Andrea and Klaus-Robert Müller Book Section Item not available online. (2007)
An Iterative Algorithm for Spatio-Temporal Filter Optimization Ryota Tomioka, Guido Dornhege, Kazuyuki Aihara and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction Guido Nolte, Andreas Ziehe, Frank Meinecke and Klaus-Robert Müller Book Section Item not available online. (2006)
Approximate joint diagonalization using a natural-gradient approach Arie Yeredor, Andreas Ziehe and Klaus-Robert Müller Article (2004)
Approximate Tree Kernels Konrad Rieck, Tammo Krueger, Ulf Brefeld and Klaus-Robert Müller Article (February 2010)
Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise Masashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard and Klaus-Robert Müller Article (2008)
Asymptotic Properties of the Fisher Kernel K Tsuda, S Akaho, M Kawanabe and Klaus-Robert Müller Article Item not available online. (2004)
Benchmark Data Set for in Silico Prediction of Ames Mutagenicity Katja Hansen, Sebastian Mika, Timon Schröter, Andreas Sutter, Antonius ter Laak, Thomas Steger-Hartmann, Nikolaus Heinrich and Klaus-Robert Müller Article Item availablity restricted. (24 August 2009)
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)
Blind Source Separation Techniques for Decomposing Evoked Brain Signals Klaus-Robert Müller, Ricardo Vigario, Frank Meinecke and Andreas Ziehe Article (2004)
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)
Classifying 'drug-likeness' with kernel-based learning methods Klaus-Robert Müller, Gunnar Raetsch, Sören Sonnenburg, Sebastian Mika, Michael Grimm and Nikolaus Heinrich Article Item not available online. (2005)
Classifying Event-Related Desynchronization in EEG, ECoG and MEG signals} Jeremy Hill, Thomas Navin Lal, Michael Schroeder, Thilo Hinterberger, Guido Widman, Christian Elger, Bernhard Schölkopf and Niels Birbaumer Book Section (2006)
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)
Combining sparsity and rotational invariance in EEG/MEG source reconstruction Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Article (April 2008)
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)
Contextualized Text Classification Using Wikipedia Pascal Lehwark, Ulf Brefeld, Mikio braun and Klaus-Robert Müller Conference or Workshop Item Item availablity restricted. (05 February 2010)
Covariate shift adaptation by importance weighted cross validation Masashi Sugiyama, Matthias Krauledat and Klaus-Robert Müller Article Item availablity restricted. (2007)
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-based control of reaching to visual targets Florin Popescu, Yakob Badower, Siamac Fazli, Guido Dornhege and Klaus-Robert Müller Article (2006)
Efficient Algorithms for similarity measures over sequential data: a look beyond kernels K Rieck, P Laskov and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels Konrad Rieck, Pavel Laskov and Klaus-Robert Müller Conference or Workshop Item (08 September 2006)
Efficient and Accurate Lp-Norm Multiple Kernel Learning Marius Kloft, Ulf Brefeld, Sören Sonnenburg, Pavel Laskov, Klaus-Robert Müller and Alexander Zien Article (2009)
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)
Enhancing the Signal-to-Noise Ratio of ICA-Based Extracted ERPs S Lemm, G Curio, Y Hlushuk and Klaus-Robert Müller Article Item not available online. (2006)
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)
Estimating Noise and Dimensionality in BCI Data Sets: Towards BCI Illiteracy Comprehension Claudia Sannelli, Mikio braun, Michael Tangermann and Klaus-Robert Müller Conference or Workshop Item Item not available online. (September 2008)
Estimating the domain of applicability for machine learning qsar rmodels: A study on aqueous solubility of drug discovery molecules Timon Schroeter, Anton Schwaighofer, Sebastian Mika, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
Estimating vector fields using sparse basis field expansions Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Book Section (2009)
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning Matthias Rupp, Alexandre Tkatchenko, Klaus-Robert Müller and O. Anatole von Lilienfeld Article Item not available online. (31 January 2012)
Feature Discovery in Non-Metric Pairwise Data Julian Laub and Klaus-Robert Müller Article (July 2004)
Feature Extraction for Change-Point Detection using Stationary Subspace Analysis D A J Blythe, Paul Buenau, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (12 February 2012)
Focal and rotationally invariant source reconstruction for EEG/MEG Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Conference or Workshop Item (July 2008)
From machine learning to natural product derivatives selectively activating transcription factor PPAR-γ Matthias Rupp, Timon Schröter, Ramona Steri, Heiko Zettl, Ewgenij Proschak, Katja Hansen, Oliver Rau, Oliver Schwarz, Lutz Müller-Kuhrt, Manfred Schubert-Zsilavecz, Klaus-Robert Müller and Gisbert Schneider Article Item not available online. (February 2010)
From outliers to prototypes: Ordering data Stefan Harmeling, Guido Dornhege, David Tax, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (2005)
From outliers to prototypes: ordering data Stefan Harmeling, Guido Dornhege, David Tax, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (2005)
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)
Generalization error estimation under covariate shift Masashi Sugiyama and Klaus-Robert Müller Book (2005)
Groupwise sparsity enforcing estimators for solving the EEG/MEG inverse problem Stefan Haufe, Vadim Nikulin, Andreas Ziehe, Klaus-Robert Müller and Guido Nolte Conference or Workshop Item Item not available online. (December 2008)
How to Explain Individual Classification Decisions D Baehrens, Timon Schröter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen and Klaus-Robert Müller Article Item not available online. (June 2011)
How to Explain Individual Classification Decisions David Baehrens, Timon Schröter, Stefan Harmeling, Motoaki Kawanabe, Katja Hansen and Klaus-Robert Müller Article Item not available online. (2010)
Identifying interactions in mixed and noisy complex systems Guido Nolte, Frank Meinecke, Andreas Ziehe and Klaus-Robert Müller Article Item not available online. (2006)
Identifying interactions in mixed and noisy complex systems Guido Nolte, Andreas Ziehe, Frank Meinecke and Klaus-Robert Müller Article Item availablity restricted. (2006)
Importance of Cross-Layer Cooperation for Learning Deep Feature Hierarchies Gregoire Montavon, Mikio braun and Klaus-Robert Müller Conference or Workshop Item (December 2011)
Importance-Weighted Cross-Validation for Covariate Shift Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege and Klaus-Robert Müller Article (September 2006)
Improving bci performance by task-related trial pruning Claudia Sanelli, Mikio braun and Klaus-Robert Müller Article Item not available online. (2009)
Improving BCI performance by task-related trial pruning Claudia Sannelli, Mikio braun and Klaus-Robert Müller Article Item not available online. (November 2009)
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)
Improving the C. elegans genome annotation using machine learning Gunnar Raetsch, Sören Sonnenburg, J Srinivasan, H Witte, Klaus-Robert Müller, R Sommer and Bernhard Schölkopf Article Item not available online. (February 2007)
In Search of Non-Gaussian Components of a High-Dimensional Distribution Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Article (January 2006)
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)
Incremental Support Vector Learning: Analysis, Implementation and Applications P Laskov, C Gehl, S Krueger and Klaus-Robert Müller Article Item not available online. (2006)
Incremental Support Vector Learning: Analysis, Implementation and Applications Pavel Laskov, Christian Gehl, Stefan Krüger and Klaus-Robert Müller Article (21 October 2005)
Injecting noise for analysing the stability of ICA components Stefan Harmeling, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (2004)
Inlier-Based ICA with an Application to Super-imposed Images Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Article Item not available online. (2005)
Inlier-based ICA with an application to super-imposed images Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Article Item not available online. (2005)
Inlier-based ICA with an application to superimposed images Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Article Item not available online. (2005)
Input-Dependent Estimation of Generalization Error under Covariate Shift M Sugiyama and Klaus-Robert Müller Article (December 2005)
Insights from Classifying Visual Concepts with Multiple Kernel Learning Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Mueller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller and Motoaki Kawanabe Article (December 2011)
Interacting Source Analysis- Identifying interactions in mixed and noisy complex systems Frank Meinecke, Andreas Ziehe, Guido Nolte and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
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)
Kernel Analysis of Deep Networks Gregoire Montavon, Mikio braun and Klaus-Robert Müller Article (September 2011)
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)
Layer-wise Analysis of Deep Networks with Gaussian Kernels Gregoire Montavon, Mikio Braun and Klaus-Robert Müller Article (2010)
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)
Logistic regression for single trial EEG classification Ryota Tomioka, Kazuyuki Aihara and Klaus-Robert Müller Article (2007)
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 models for lipophilicity and their domain of applicability Timon Schroeter, Anton Schwaighofer, Sebastian Mika, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
Machine Learning Techniques for Brain-Computer Interfaces Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz Article (September 2004)
Measuring Phase Synchronization of Superimposed Signals Frank Meinecke, Andreas Ziehe, J\"urgen Kurths and Klaus-Robert Müller Article Item not available online. (2005)
Model Selection Under Covariate Shift Masashi Sugiyama and Klaus-Robert Müller Book Item not available online. (2005)
Modeling sparse connectivity between underlying brain sources for EEG/MEG Stefan Haufe, Ryota Tomioka, Guido Nolte, Klaus-Robert Müller and Motoaki Kawanabe Article Item not available online. (2010)
Neural Signatures Enhance Emergency Braking Intention Detection during Simulated Driving Stefan Haufe, Tomioka Ryota, Guido Nolte, Klaus-Robert Müller and Motoaki Kawanabe 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)
Non-Gaussian Component Analysis: a Semiparametric Framework for Linear Dimension Reduction Gilles Blanchard, Motoaki Kawanabe, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Conference or Workshop Item (2006)
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)
Obtaining the best linear unbiased estimator of noisy signals by non-gaussian component analysis Motoaki Kawanabe, Gilles Blanchard, Masashi Sugiyama, Vladimir Spokoiny and Klaus-Robert Müller Conference or Workshop Item Item availablity restricted. (2006)
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 Relevant Dimensions in Kernel Feature Spaces Mikio braun, Joachim Buhmann and Klaus-Robert Müller Article (August 2008)
On taxonomies for multi-class image categorization Alexander Binder, Klaus-Robert Müller and Motoaki Kawanabe Article (15 January 2011)
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)
Optimal Dyadic Decision Trees Gilles Blanchard, Christin Schaefer, Yves Rozenholc and Klaus-Robert Müller Article (March 2007)
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)
Optimizing Spectral Filters for Single Trial EEG Classification Ryota Tomioka, Guido Dornhege, Guido Nolte, Kazuyuki Aihara and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2006)
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)
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)
Predicting lipophilicity of drug discovery molecules using gaussian process models Timon Schroeter, Anton Schwaighofer, Sebastian Mika, Antonius ter Laak, Detlev Suelzle, Ursula Ganzer, Nikolaus Heinrich and Klaus-Robert Müller Article Item not available online. (2007)
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)
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)
Regression for sets of polynomial equations F J Kiraly, Paul Buenau, J S Müller, D A J Blythe, Frank Meinecke and Klaus-Robert Müller Conference or Workshop Item (2012)
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)
Robust ICA for Super-Gaussian Sources Frank Meinecke, Stefan Harmeling and Klaus-Robert Müller Conference or Workshop Item Item not available online. (2004)
Robustifying EEG data analysis by removing outliers Matthias Krauledat, Guido Dornhege, Benjamin Blankertz and Klaus-Robert Müller Article Item not available online. (2007)
Robustly estimating the flow direction of information in complex physical systems Guido Nolte, Andreas Ziehe, Vadim Nikulin, Alois Schlögl, Nicole Krämer, Tom Brismar and Klaus-Robert Müller Article Item not available online. (2008)
Robustly estimating the flow direction of information in complex physical systems Guido Nolte, Andreas Ziehe, Vadim Nikulin, Alois Schlögl, Nicole Krämer, Tom Brismar and Klaus-Robert Müller Article (December 2007)
Securing IMS against Novel Threats Stefan Wahl, Konrad Rieck, Pavel Laskov, Peter Domschitz and Klaus-Robert Müller Article Item not available online. (May 2009)
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)
Slow Feature Analysis as a Potential Preprocessing Tool in BCI Sven Dähne, Klaus-Robert Müller and Michael Tangermann Article Item not available online. (2011)
Sparse Causal Discovery in Multivariate Time Series Stefan Haufe, Klaus-Robert Müller, Guido Nolte and Nicole Krämer Article (February 2010)
Spatio-Spectral Filter for Improved Classification of Single-Trial EEG Steven Lemm, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article (2005)
Stationary Common Spatial Patterns for Brain-Computer Interfacing Wojciech Samek, Carmen Vidaurre, Klaus-Robert Müller and Motoaki Kawanabe Article Item not available online. (2012)
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)
Stopping conditions for exact computation of leave-one-out error in support vector machines Vojtech Franc, Pavel Laskov and Klaus-Robert Müller Conference or Workshop Item (July 2008)
Stopping Conditions for Exact Computation of Leave-One-Out Error in Support Vector Machines Pavel Laskov, Vojtech Franc and Klaus-Robert Müller Conference or Workshop Item (July 2008)
StructRank: A New Approach for Ligand-Based Virtual Screening Fabian Rathke, Katja Hansen, Ulf Brefeld and Klaus-Robert Müller Article Item not available online. (2011)
Subject-independent mental state classification in single trials Siamac Fazli, Florin Popescu, Marton Danoczy, Benjamin Blankertz, Klaus-Robert Müller and Cristian Grozea Article (2009)
Support vector machines Sebastian Mika, Christin Schaefer, Pavel Laskov, D Tax and Klaus-Robert Müller Book Section Item not available online. (2004)
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 Joint Submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task Alexander Binder, Wojciech Samek, Marius Kloft, Christina Mueller, Klaus-Robert Müller and Motoaki Kawanabe Conference or Workshop Item (2011)
The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoff Holmes, Yann Lecun, Klaus-Robert Müller, Gunnar Raetsch, Bernhard Schölkopf, Jason Weston and Bob Williamson Article (June 2007)
The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Raetsch, Bernhard Schölkopf, Alex Smola, Pascal Vincent, Jason Weston and Robert Williamson Article (September 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 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)
The Stationary Subspace Analysis Toolbox Jan S. Müller, Paul von Bünau, Frank Meinecke, Franz J. Kiraly and Klaus-Robert Müller Article Item not available online. (2011)
The Stationary Subspace Analysis toolbox Jan Saputra Müller, Paul Buenau, Frank Meinecke, Franz Király and Klaus-Robert Müller Article (October 2011)
The Stationary Subspace Analysis Toolbox J S Müller, Paul Buenau, Frank Meinecke, F J Kiraly and Klaus-Robert Müller Article (October 2011)
Toward Brain-Computer Interfacing Book Item not available online. (2007)
Toward non-invasive brain-computer interfaces Klaus-Robert Müller and Benjamin Blankertz Article Item not available online. (September 2006)
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)
Trading variance reduction with unbiasedness - the regularized subspace information criterion for robust model selection in kernel regression Masashi Sugiyama, Motoaki Kawanabe and Klaus-Robert Müller Article Item not available online. (2004)
Unsupervised adaptation of the LDA classifier for Brain-Computer Interfaces. Carmen Vidaurre, Alois Schloegl, Benjamin Blankertz, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)
Visual In- terpretation of Kernel-Based Prediction Models Katja Hansen, David Baehrens, Timon Schröter, Matthias Rupp and Klaus-Robert Müller Article Item not available online. (05 September 2011)
Zur Beurteilung des Fraud-Risikos im Rahmen der Abschlussprüfung S Knabe, Sebastian Mika, Klaus-Robert Müller, Gunnar Rätsch and W Schruff Article Item not available online. (2004)

This list was generated on Fri Oct 24 15:33:56 BST 2014.