PASCAL - Subject: Brain Computer Interfaces

Aggregating classification accuracy across time: Application to single trial EEG Steven Lemm Article Item availablity restricted. (2207)

A generative model approach for decoding in the visual event-related potential-based brain--computer interface speller S.M.M. Martens and J.M. Leiva-Murillo Article (April 2010)

Efficient Learning and Feature Selection in High-Dimensional Regression Jo-Anne Ting, Aaron D'Souza, Sethu Vijayakumar and Stefan Schaal Article (April 2010)

On optimal channel configurations for SMR-based brain-computer interfaces via nonparametric multiple comparisons Thorsten Dickhaus Conference or Workshop Item Item not available online. (15 February 2010)

Concepts and methods from machine learning as tools for the analysis of computations in nervous systems Michael Pfeiffer Thesis Item not available online. (04 February 2010)

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)

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)

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)

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)

Stimulus onset quashes neural variability: a widespread cortical phenomenon M.M. Churchland, B.M. Yu, John Cunningham, L.P. Sugrue, G.S. Corrado, M.R. Cohen, W.T. Newsome, A.M. Clark, P. Hosseini, D.C. Bradley, B.B. Scott, M.A. Smith, A. Kohn, J.A. Movshon, K.M. Armstrong, T. Moore, S.W. Chang, L.H. Snyder, S.I. Ryu, G. Santhanam, Maneesh Sahani and K.V. Shenoy Article Item not available online. (13 January 2010)

MSE-based analysis of optimal tuning functions predicts phenomena observed in sensory neurons Steve Yaeli and Ron Meir Article (January 2010)

Dense 3D facial movement tracking for animation C. Walder, M. Breidt, H.H. Bülthoff, B. Schölkopf and C. Curio Book Section Item not available online. (2010)

Optimization of k-Space Trajectories for Compressed Sensing by Bayesian Experimental Design M. Seeger, H. Nickisch, R. Pohmann and B. Schölkopf Article (2010)

Distributed fading memory for stimulus properties in the primary visual cortex Danko Nikolic, Stefan Häusler, Wolf Singer and Wolfgang Maass Article Item availablity restricted. (22 December 2009)

History dependent dynamics in a generic model of ion channels - an analytic study Daniel Soudry and Ron Meir Article (December 2009)

Modeling sparse connectivity between underlying brain sources for EEG/MEG Stefan Haufe, Ryota Tomioka, Guido Nolte, Klaus-Robert Müller and Motoaki Kawanabe Article (December 2009)

Multi-task Learning for Brain-Computer Interfaces Morteza Alamgir, Moritz Grosse-Wentrup and Yasemin Altun Conference or Workshop Item (December 2009)

Now you'll feel it - now you won't: EEG rhythms predict the effectiveness of perceptual masking Ruth Schubert, Stefan Haufe, Felix Blankenburg, Arno Villringer and Gabriel Curio Article Item not available online. (December 2009)

Finding stationary subspaces in multivariate time series Paul von Buenau, Frank C. Meinecke, Franz Kiraly and Klaus-Robert Mueller Article (20 November 2009)

Directed Coupling in Local Field Potentials of Macaque V4 during Visual Short-Term Memory revealed by Multivariate Autoregressive Models Gregor Hörzer, Stefanie Liebe, Alois Schlögl, Nikos K. Logothetis and Gregor Rainer Article Item not available online. (November 2009)

Improving BCI performance by task-related trial pruning Claudia Sannelli, Mikio braun and Klaus-Robert Müller Article Item not available online. (November 2009)

Methods for estimating neural firing rates, and their application to brain-machine interfaces John Cunningham, V. Gilja, S.I. Ryu and K.V. Shenoy 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. (November 2009)

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)

Dependencies between stimuli and spatially independent fMRI sources: towards brain correlates of natural stimuli Jarkko Ylipaavalniemi, Eerika Savia, Sanna Malinen, Riitta Hari, Ricardo Vigário and Samuel Kaski Article Item not available online. (October 2009)

Implicit Wiener Series Analysis of Epileptic Seizure Recordings A. Barbero Jimenez, Matthias Franz, W. Van Drongelen, J.R. Dorronsoro, Bernhard Schölkopf and Moritz Grosse-Wentrup Conference or Workshop Item (September 2009)

Neural Prosthetic Systems: Current Problems and Future Directions C.A. Chestek, John Cunningham, V. Gilja, P. Nuyujukian, S.I. Ryu and K.V. Shenoy Article Item not available online. (September 2009)

A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization Steven Lemm, Klaus-Robert Müller and Gabriel Curio Article (07 August 2009)

Sparse Multiview Methods for Classification of Musical Genre from Magnetoencephalography Recordings Tom Diethe, Gabi Teodoru, Nick Furl and John Shawe-Taylor Article (03 August 2009)

A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task Robert Legenstein, Steven M. Chase, Andrew B. Schwartz and Wolfgang Maass Article Item not available online. (August 2009)

Composite Kernel Learning Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy Article Item not available online. (August 2009)

Bayesian construction of perceptrons to predict phenotypes from 584K SNP data. Luc Janss and Bert Kappen Conference or Workshop Item Item not available online. (June 2009)

Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning Robert Legenstein, Steven M. Chase, Andrew B. Schwartz and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (June 2009)

Das Berliner Brain-Computer Interface Projekt Thorsten Dickhaus Conference or Workshop Item Item not available online. (21 May 2009)

Model adaptation with least-squares SVM for adaptive hand prosthetics Francesco Orabona, Claudio Castellini, Barbara Caputo, Emanuele Fiorilla and Giulio Sandini Conference or Workshop Item (May 2009)

Nonparametric mixtures of factor analyzers Dilan Gorur and Carl Edward Rasmussen Conference or Workshop Item Item not available online. (April 2009)

The Minimum Information Principle and its Application to Neural Code Analysis Amir Globerson, Eran Stark, Eilon Vaadia and Naftali Tishby Article Item availablity restricted. (03 March 2009)

Delayed Feedback Control Requires an Internal Forward Model Dmitry Volkinshtein and Ron Meir Article (March 2009)

Second Conference of Artificial General Intelligence Ben Goertzel, Pascal Hitzler and Marcus Hutter Book (March 2009)

Carbon nanotubes might improve neuronal performance by favouring electrical shortcuts Giada Cellot, Emanuele Cilia, Vladimir Rancic, Antonietta Sucapane, Silvia Giordani, Luca Gambazzi, Henry Markram, Micaela Grandolfo, Denis Scaini, Fabrizio Gelain, Loredana Casalis, Maurizio Prato, Michele Giugliano and Laura Ballerini Article Item availablity restricted. (February 2009)

Detection of changes in patterns of brain activity according to musical tonality Tom Diethe, Simon Durrant, John Shawe-Taylor and Heinrich Neubauer Conference or Workshop Item (31 January 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)

Adaptive methods in BCI research -- an introductory tutorial Alois Schlögl, Carmen Vidaurre and Klaus-Robert Müller Book Section Item not available online. (2009)

An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis G. Schweikert, C. Widmer, B. Schölkopf and G. Rätsch Conference or Workshop Item (2009)

An Incremental GEM Framework for Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction S. Harmeling, S. Sra, M. Hirsch and B. Schölkopf Monograph (2009)

An introduction to kernel learning algorithms P.V. Gehler and B. Schölkopf Book Section Item not available online. (2009)

An open database of EEG data from child epilepsy with postoperational foci localization at eeg.pl/epi Piotr Durka, Marcin Roszkowski, Jaroslav Zygierewicz, Stefan Haufe, Guido Nolte and Piotr Zwolinski Article Item not available online. (2009)

Bayesian Experimental Design of Magnetic Resonance Imaging Sequences M.W. Seeger, H. Nickisch, R. Pohmann and B. Schölkopf Conference or Workshop Item (2009)

Bayesian Methods for Autonomous Learning Systems Jo-Anne Ting Thesis (2009)

Brain Responses Strongly Correlate with Weibull Image Statistics when Processing Natural Images H. S. Scholte, Sennay Ghebreab, L. Waldorp, Arnold W.M. Smeulders and V.A.F. Lamme Article Item not available online. (2009)

Brain-computer interfacing in tetraplegic patients with high spinal cord injury Jan Conradi, Benjamin Blankertz, Michael Tangermann, Volker Kunzmann and Gabriel Curio Article (2009)

Center-surround patterns emerge as optimal predictors for human saccade targets W. Kienzle, M.O. Franz, B. Schölkopf and F.A. Wichmann Article (2009)

Characteristic Kernels on Groups and Semigroups K. Fukumizu, B.K. Sriperumbudur, A. Gretton and B. Schölkopf Conference or Workshop Item (2009)

Classification of artifactual ICA components Michael Tangermann, Irene Winkler, Stefan Haufe and Benjamin Blankertz Article (2009)

Correlation Based Multivariate Analysis of Genetic Influence on Brain Volume David Hardoon, Ulrich Ettinger, Janaina Mourao-Miranda, Elena Antonova, David Collier, Veena Kumari, Steven Williams and Michael Brammer Article Item not available online. (2009)

Covariate Shift by Kernel Mean Matching A. Gretton, A.J. Smola, J. Huang, M. Schmittfull, K.M. Borgwardt and B. Schölkopf Book Section Item not available online. (2009)

Denoising photographs using dark frames optimized by quadratic programming M. Gomez Rodriguez, J. Kober and B. Schölkopf Conference or Workshop Item Item not available online. (2009)

Dependent Dirichlet Process Spike Sorting Jan Gasthaus, Frank Wood, Dilan Gorur and Yee Whye Teh Book Section Item not available online. (2009)

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)

Diffeomorphic Dimensionality Reduction C. Walder and B. Schölkopf Conference or Workshop Item (2009)

Does Cognitive Science Need Kernels? F. Jäkel, B. Schölkopf and F.A. Wichmann Article (2009)

Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance J. Hill, J. Farquhar, S.M.M. Martens, F. Biessmann and B. Schölkopf Conference or Workshop Item (2009)

Estimating vector fields using sparse basis field expansions Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte Book Section (2009)

Factor-analysis methods for higher-performance neural prostheses. Gopal Santhanam, Byron M. Yu, Vikash Gilja, Stephen I. Ryu, Afsheen Afshar, Maneesh Sahani and Krishna V. Shenoy Article Item not available online. (2009)

Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions D. Corfield, B. Schölkopf and V. Vapnik Article (2009)

Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. Byron M Yu, John P Cunningham, Gopal Santhanam, Stephen I Ryu, Krishna V Shenoy and Maneesh Sahani Book Section (2009)

Improving BCI performance by modified common spatial patterns with robustly averaged covariance matrices Motoaki Kawanabe and Carmen Vidaurre Article Item not available online. (2009)

Improving bci performance by task-related trial pruning Claudia Sanelli, Mikio braun and Klaus-Robert Müller Article Item not available online. (2009)

Incorporating Prior Knowledge on Class Probabilities into Local Similarity Measures for Intermodality Image Registration M. Hofmann, B. Schölkopf, I. Bezrukov and N.D. Cahill Conference or Workshop Item (2009)

Initial results of a high-speed spatial auditory BCI Martijn Schreuder, Michael Tangermann and Benjamin Blankertz Article (2009)

Kernel Methods for Detecting the Direction of Time Series J. Peters, D. Janzing, A. Gretton and B. Schölkopf Conference or Workshop Item (2009)

Kernel Methods in Medical Imaging G. Charpiat, M. Hofmann and B. Schölkopf Book Section Item not available online. (2009)

Markerless 3D Face Tracking C. Walder, M. Breidt, H.H. Bülthoff, B. Schölkopf and C. Curio Conference or Workshop Item (2009)

Neuronal correlates of emotions in human-machine interaction Benjamin Blankertz, Klaus-Robert Müller and Gabriel Curio Article (2009)

Nonlinear causal discovery with additive noise models P.O. Hoyer, D. Janzing, J.M. Mooij, J. Peters and B. Schölkopf Conference or Workshop Item (2009)

Online blind deconvolution for Astronomy S. Harmeling, M. Hirsch, S. Sra and B. Schölkopf Conference or Workshop Item Item not available online. (2009)

Optimization of k-Space Trajectories by Bayesian Experimental Design M. Seeger, H. Nickisch, R. Pohmann and B. Schölkopf Conference or Workshop Item Item not available online. (2009)

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)

Prototype Classification: Insights from Machine Learning A.B.A. Graf, O. Bousquet, G. Rätsch and B. Schölkopf Article (2009)

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)

Sparse online model learning for robot control with support vector regression D. Nguyen-Tuong, B. Schölkopf and J. Peters Conference or Workshop Item Item not available online. (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)

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)

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 quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article (2009)

Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing Moritz Grosse-Wentrup Conference or Workshop Item Item not available online. (2009)

Beamforming in non-invasive Brain-Computer Interfaces Moritz Grosse-Wentrup, Christian Liefhold, Klaus Gramann and Martin Buss Article Item not available online. (02 December 2008)

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)

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)

Visualization of temporal semantic spaces Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Book Section Item not available online. (November 2008)

A Learning Theory for Reward-Modulated Spike-Timing-Dependent Plasticity with Application to Biofeedback Robert Legenstein, Dejan Pecevski and Wolfgang Maass Article Item not available online. (October 2008)

Variational Bayesian least squares: An application to brain-machine interface data Jo-Anne Ting, Aaron D'Souza, Kenji Yamamoto, Toshinori Yoshioka, Donna Hoffman, Shinji Kakei, Lauren Sergio, John Kalaska, Mitsuo Kawato, Peter Strick and Stefan Schaal Article (October 2008)

Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces John Williamson, Roderick Murray-Smith, Benjamin Blankertz, Matthias Krauledat and Klaus-Robert Müller Article Item not available online. (30 September 2008)

Combined classification and channel/basis selection with L1-L2 regularization with application to P300 speller system Ryota Tomioka and Stefan Haufe Conference or Workshop Item (September 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)

Parieto-occipital alpha power indexes distraction during simulated car driving Ruth Schubert, Michael Tangermann, Stefan Haufe, Claudia Sannelli, Michael Simon, Eike Schmidt, Wilhelm Kincses and Gabriel Curio Article Item not available online. (September 2008)

Correlation Based Multivariate Analysis of the Genetic Inﬂuence on Brain Volume David Hardoon, Ulrich Ettinger, Janaina Mourao-Miranda, Elena Antonova, David Collier, Veena Kumari, Steven Williams and Michael Brammer Monograph (09 July 2008)

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)

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)

A factor-analysis decoder for high-performance neural prostheses. Gopal Santhanam, Byron M. Yu, Vikash Gilja, Stephen I. Ryu, Afsheen Afshar, Maneesh Sahani and Krishna V. Shenoy Book Section Item availablity restricted. (2008)

A Kernel Statistical Test of Independence A. Gretton, K. Fukumizu, C.H. Teo, L. Song, B. Schölkopf and A.J. Smola Book Section (2008)

A neural network implementing optimal state estimation based on dynamic spike train decoding Omer Bobrowski, Ron Meir, Shy Shoham and Yonina Eldar Conference or Workshop Item (2008)

A platform-independent open-source feedback framework for BCI systems Bastian Venthur and Benjamin Blankertz Article (2008)

Accounting for Voxel Neighbourhood Relationship in the SVM David Hardoon, Janaina Mourão-Miranda, Vanessa Rocha Rego and John Shawe-Taylor Conference or Workshop Item (2008)

An Analysis of Inference with the Universum F.H. Sinz, O. Chapelle, A. Agarwal and B. Schölkopf Book Section (2008)

At-TAX: A Whole Genome Tiling Array Resource for Developmental Expression Analysis and Transcript Identification in Arabidopsis thaliana S. Laubinger, G. Zeller, S.R. Henz, T. Sachsenberg, C.K. Widmer, N. Naouar, M. Vuylsteke, B. Schölkopf, G. Rätsch and D. Weigel Article (2008)

Automatic 3D Face Reconstruction from Single Images or Video P. Breuer, K.I. Kim, W. Kienzle, B. Schölkopf and V. Blanz Book Section (2008)

Automatic Image Colorization Via Multimodal Predictions G. Charpiat, M. Hofmann and B. Schölkopf Book Section (2008)

Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration Omer Bobrowski, Ron Meir and Yonina Eldar Article (2008)

Causal Reasoning by Evaluating the Complexity of Conditional Densities with Kernel Methods X. Sun, D. Janzing and B. Schölkopf Article (2008)

Composite Kernel Learning Marie Szafranski, Yves Grandvalet and Alain Rakotomamonjy Conference or Workshop Item (2008)

Computational Challenges for Noninvasive Brain Computer Interfaces Florin Popescu, Benjamin Blankertz and Klaus-Robert Müller Article (2008)

Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes J.H. Macke, M. Maack, R. Gupta, W. Denk, B. Schölkopf and A. Borst Article (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 Article (2008)

Fast Gaussian process methods for point process intensity estimation. John P Cunningham, Krishna V Shenoy and Maneesh Sahani Book Section (2008)

Generalization and Similarity in Exemplar Models of Categorization: Insights from Machine Learning F. Jäkel, B. Schölkopf and F.A. Wichmann Article (2008)

GLM and SVM Analyses of Neural Response to Tonal and Atonal Stimuli: New Techniques and A Comparison Simon Durrant, David Hardoon, Andre Brechmann, John Shawe-Taylor, Edurado Miranda and Henning Scheich Article Item not available online. (2008)

Inferring neural firing rates from spike trains using Gaussian processes. John P Cunningham, Byron M Yu, Krishna V Shenoy and Maneesh Sahani Book Section (2008)

Injective Hilbert Space Embeddings of Probability Measures B.K. Sriperumbudur, A. Gretton, K. Fukumizu, G. Lanckriet and B. Schölkopf Book Section (2008)

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 Measures of Conditional Dependence K. Fukumizu, A. Gretton, X. Sun and B. Schölkopf Book Section (2008)

Kernel Methods in Machine Learning T. Hofmann, B. Schölkopf and A.J. Smola Article (2008)

Kernels, Regularization and Differential Equations F. Steinke and B. Schölkopf Article Item not available online. (2008)

Learning Inverse Dynamics: A Comparison D. Nguyen-Tuong, J. Peters, M. Seeger and B. Schölkopf Book Section (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 Article Item not available online. (2008)

Manifold-valued Thin-plate Splines with Applications in Computer Graphics F. Steinke, M. Hein, J. Peters and B. Schölkopf Article (2008)

MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration M. Hofmann, F. Steinke, V. Scheel, G. Charpiat, J. Farquhar, P. Aschoff, M. Brady, B. Schölkopf and B.J. Pichler Article Item not available online. (2008)

Neural decoding of movements: From linear to nonlinear trajectory models. Byron M Yu, John P Cunningham, Krishna V Shenoy and Maneesh Sahani Book Section Item not available online. (2008)

One Class SVM for Predicting Brain State Janaina Mourão-Miranda, David Hardoon, Joao Sato and Michael Brammer Conference or Workshop Item (2008)

Optimizing spatial filters for robust EEG single-trial analysis Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)

Pattern Analysis, Statistical Modelling and Computational Learning 2004-2008. The PASCAL brochure. Peter Bentley Other Item not available online. (2008)

Phase-of-firing coding of natural visual stimuli in primary visual cortex Marcelo A. Montemurro, Malte Rasch, Yusuke Murayama, Nikos K. Logothetis and Stefano Panzeri Article Item not available online. (2008)

Protein Functional Class Prediction With a Combined Graph H.H. Shin, K. Tsuda and B. Schölkopf Article (2008)

RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics B. Schölkopf, B.K. Sriperumbudur, A. Gretton and K. Fukumizu Book Section (2008)

Selective Adaptation in Networks of Heterogeneous Populations: Model, Simulation and Experiment Avner Wallach, Danny Eytan, Shimon Marom and Ron Meir Article (2008)

Similarity, Kernels, and the Triangle Inequality F. Jäkel, B. Schölkopf and F.A. Wichmann Article (2008)

Sparse Multiscale Gaussian Process Regression C. Walder, K.I. Kim and B. Schölkopf Book Section (2008)

Support Vector Machines and Kernels for Computational Biology A. Ben-Hur, C.S. Ong, S. Sonnenburg, B. Schölkopf and G. Rätsch Article (2008)

Tailoring density estimation via reproducing kernel moment matching L. Song, X. Zhang, A. Smola, A. Gretton and B. Schölkopf Book Section (2008)

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: 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)

Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques M. Hofmann, B. Pichler, B. Schölkopf and T. Beyer Article Item not available online. (2008)

Towards zero training for brain-computer interfacing Matthias Krauledat, Michael Tangermann, Benjamin Blankertz and Klaus-Robert Müller Article (2008)

Unsupervised adaptation of the LDA classifier for Brain-Computer Interfaces. Carmen Vidaurre, Alois Schloegl, Benjamin Blankertz, Motoaki Kawanabe and Klaus-Robert Müller Article (2008)

Voluntary Brain Regulation and Communication with ECoG-Signals T. Hinterberger, G. Widmann, T.N. Lal, J. Hill, M. Tangermann, W. Rosenstiel, B. Schölkopf, C.E. Elger and N. Birbaumer Article (2008)

Whole Genome Association Studies in Autistic Spectrum Disorders Revisited: A Support Vector Machine Approach P Johnston, David Hardoon, C Ecker, T Clarke, J Powell and D Murphy Conference or Workshop Item (2008)

The Mind Reading Wizards Peter Bentley Article Item not available online. (30 October 2007)

Inferring spike trains from local field potentials. Malte Rasch, Arthur Gretton, Yusuke Murayama, Wolfgang Maass and Nikos Logothetis Article Item not available online. (August 2007)

Now you'll feel it, now you won't: Pre-stimulus mu and beta amplitude predict conscious perception of somatosensory stimuli Ruth Schubert, Stefan Haufe, Felix Blankenburg, Arno Villringer and Gabriel Curio Article Item not available online. (05 May 2007)

Using Image Stimuli to Drive fMRI Analysis David Hardoon, Janaina Mourao-Miranda, Michael Brammer and John Shawe-Taylor Conference or Workshop Item (May 2007)

The M170 Reflects a Viewpoint-Dependent Representation for Both Familiar and Unfamiliar Faces Michael Ewbak, Will Smith, Edwin Hancock and Tim Andrews Article Item not available online. (01 April 2007)

Unsupervised analysis of fMRI data using Kernel Canonical Correlation David Hardoon, Janaina Mourao-Miranda, Michael Brammer and John Shawe-Taylor Article Item availablity restricted. (22 February 2007)

Dichoptic motion perception limited to depth of fixation? Martin Lages, Alexander Dolia and Erich Graf Article Item not available online. (January 2007)

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 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)

An introduction to brain computer interfacing Kübler Andrea and Klaus-Robert Müller Book Section Item not available online. (2007)

Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition Silvia Chiappa and David Barber Article Item not available online. (2007)

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)

Breast Cancer Diagnosis From Biopsy Images Using Generic Features and SVMs Alexander Brook, Ran El-Yaniv, Eran Issler, Ron Kimmel, Ron Meir and Dori Peleg Article (2007)

Classifying Matrices with a Spectral Regularization Ryota Tomioka and Kazuyuki Aihara Article (2007)

Context Estimation and Learning Control through Latent Variable Extraction: From discrete to continuous contexts Giorgos Petkos and Sethu Vijayakumar Conference or Workshop Item (2007)

Covariate shift adaptation by importance weighted cross validation Masashi Sugiyama, Matthias Krauledat and Klaus-Robert Müller Article Item availablity restricted. (2007)

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)

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)

Linear Programming Boosting for the Classification of Musical Genre Tom Diethe and John Shawe-Taylor Conference or Workshop Item (2007)

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)

Reducing calibration time for brain-computer interfaces: A clustering approach Matthias Krauledat, Michael Schröder, Benjamin Blankertz and Klaus-Robert Müller Article (2007)

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)

Temporal dynamics of information content carried by neurons in the primary visual cortex. Danko Nikolic, Stefan Häusler, Wolf Singer and Wolfgang Maass Conference or Workshop Item Item availablity restricted. (2007)

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: 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 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)

Toward Brain-Computer Interfacing Book Item not available online. (2007)

Optimizing Spatial Filters for BCI: Margin- and Evidence-Maximization Approaches Jason Farquhar, Jeremy Hill and Bernhard Schölkopf Conference or Workshop Item (08 November 2006)

Unsupervised fMRI Analysis David Hardoon, Janaina Mourao-Miranda, Michael Brammer and John Shawe-Taylor Conference or Workshop Item (18 October 2006)

A bayesian approach for adaptive BCI classification Motoaki Kawanabe, Matthias Krauledat and Benjamin Blankertz Article (September 2006)

Importance-Weighted Cross-Validation for Covariate Shift Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege and Klaus-Robert Müller Article (September 2006)

Is the locus of control of reinforcement a predictor of brain-computer interface performance? Wenke Burde and Benjamin Blankertz Article (September 2006)

Regularised CSP for Sensor Selection in BCI Jason Farquhar, Jeremy Hill, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (September 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)

Time-Dependent Demixing of Task-Relevant EEG Signals Jeremy Hill, Jason Farquhar, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (September 2006)

Toward non-invasive brain-computer interfaces Klaus-Robert Müller and Benjamin Blankertz Article Item not available online. (September 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)

Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces Silvia Chiappa Thesis Item not available online. (June 2006)

Delays and Oscillations in Networks of Spiking Neurons---a Two-Timescale Analysis Dotan Di Castro, Ron Meir and Irad Yavneh Monograph Item availablity restricted. (June 2006)

Unified Inference for Variational Bayesian Linear Gaussian State-Space Models David Barber and Silvia Chiappa Conference or Workshop Item Item not available online. (June 2006)

Increasing Information Transfer Rates for Brain-Computer Interfacing Guido Dornhege Thesis Item not available online. (March 2006)

Semantic Models for Machine Learning David Hardoon Thesis (February 2006)

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)

Pattern Recognition: Proceedings of DAGM 2006 Book Item not available online. (2006)

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)

Book review of "Imitation of life: How biology is inspiring computing" by Nancy Forbes Wolfgang Maass Article Item availablity restricted. (2006)

Brain state differences between calibration and application session influence BCI classification accuracy Matthias Krauledat, Florian Losch and Gabriel Curio Article (2006)

Classifying EEG and ECoG signals without subject training for fast BCI implementation: Comparison of non-paralysed and completely paralysed subjects Jeremy Hill, Thomas Navin Lal, Michael Schroeder, Thilo Hinterberger, Barbara Wilhelm, Femke Nijboer, Ursula Mochty, Guido Widman, Christian Elger, Bernhard Schölkopf, Andrea Kübler and Niels Birbaumer Article (2006)

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)

EEG-based control of reaching to visual targets Florin Popescu, Yakob Badower, Siamac Fazli, Guido Dornhege and Klaus-Robert Müller Article (2006)

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)

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)

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)

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 BCI: Margin- and Evidence-Maximization Approaches Jason Farquhar, Jeremy Hill and Bernhard Schölkopf Conference or Workshop Item (2006)

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)

Phase Synchrony Rate for the Recognition of Motor Imagery in Brain-Computer Interface Le Song, Elly Gysels and Evian Gordon Conference or Workshop Item (2006)

Regularised CSP for Sensor Selection in BCI Jason Farquhar, Jeremy Hill, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2006)

Reinforcement learning, spike time dependent plasticity and the BCM rule Dorit Baras and Ron Meir Article (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 Article (2006)

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: EEG-based communication without subject training Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller, Volker Kunzmann, Florian Losch and Gabriel Curio Article (2006)

Time-Dependent Demixing of Task-Relevant EEG Signals Jeremy Hill, Jason Farquhar, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (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)

PRIMARY VISUAL CORTEX NEURONS THAT CONTRIBUTE TO RESOLVE THE APERTURE PROBLEM Kun Guo, Robert Robertson, Angel Nevado, M Pulgarin, Sasan Mahmoodi and Malcolm Young Article Item not available online. (16 December 2005)

Tracking Hand Movements from Neuronal Activity with a Dynamic Kernel-Based Model Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaadia and Yoram Singer Conference or Workshop Item Item not available online. (14 December 2005)

Bayesian modelling and analysis of spatio-temporal neuronal networks Fabio Rigat, Mathisca de Gunst and Jaap van Pelt Article (December 2005)

Depth of Anaesthesia Assessment with Generative Polyspectral Models Iead Rezek, Stephen J. Roberts, Ellie Siva and Regina Conradt Conference or Workshop Item (December 2005)

Generative Polyspectral Models for Depth of Anaesthesia Assessment Iead Rezek, Stephen J. Roberts and Regina Conradt Article (December 2005)

Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity Amir Navot, Lavi Shpigelman, Naftali Tishby and Eilon Vaadia Conference or Workshop Item (December 2005)

Neural Activity in Primary Motor Cortex: a System Level Physiological Model Ehud Trainin, Ron Meir and Amir Karniel Monograph (November 2005)

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)

Ensemble of SVMs for improving Brain Computer Interface P300 speller performances Alain Rakotomamonjy, Vincent Guigue, Gregory Mallet and Victor Alvarado Conference or Workshop Item Item availablity restricted. (September 2005)

A multi-objective multi-modal optimisation approach for mining stable spatio-temporal patterns Michele Sebag, Nicolas Tarrisson, Olivier Teytaud, Julien Lefevre and Sylvain Baillet Conference or Workshop Item (August 2005)

You Are Wrong!—Automatic Detection of Interaction Errors from Brain Waves Pierre Ferrez and Jose del R. Millan Conference or Workshop Item (August 2005)

EEG Classification using Generative Independent Component Analysis Silvia Chiappa and David Barber Article (July 2005)

Towards a Robust BCI: Error Recognition and Online Learning Anna Buttfield, Pierre Ferrez and Jose del R. Millan Article Item not available online. (July 2005)

Machine-learning approaches to BCI in Tübingen Michael Bensch, Martin Bogdan, Jeremy Hill, Thomas Navin Lal, Wolfgang Rosenstiel, Bernhard Schölkopf and Michael Schroeder Conference or Workshop Item Item not available online. (15 June 2005)

A Brain Computer Interface with Online Feedback based on Magnetoencephalography Thomas Navin Lal, Michael Schroeder, N. Jeremy Hill, Hubert Preissl, Thilo Hinterberger, Juergen Mellinger, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer and Bernhard Schoelkopf Article Item not available online. (April 2005)

Empirical evidence of the linear nature of magnetoencephalograms Antti Honkela, Tomas Östman and Ricardo Vigário Conference or Workshop Item (April 2005)

Generative Independent Component Analysis for EEG Classification Silvia Chiappa and David Barber Conference or Workshop Item Item not available online. (April 2005)

Generative Temporal ICA for Classification in Asynchronous BCI Systems Silvia Chiappa and David Barber Conference or Workshop Item Item not available online. (March 2005)

fMRI Analysis via One-class Machine Learning Techniques David Hardoon and Larry M. Manevitz Conference or Workshop Item (14 February 2005)

Physiological Data Classification Iead Rezek, Stephen J. Roberts and Ellie Siva Patent Item not available online. (January 2005)

Advances in Neural Information Processing Systems 17: Proceedings of the 2004 Conference, Vol. 17 Lawrence Saul, Yair Weiss and Leon Bottou Book Item not available online. (2005)

An auditory paradigm for Brain--Computer Interfaces Jeremy Hill, Thomas Navin Lal, Karin Bierig, Niels Birbaumer and Bernhard Schölkopf Article (2005)

Artifical Neural Networks: Biological Inspirations Book Item not available online. (2005)

Bayes Consistent Classification of EEG Data by Approximate Marginalization Peter Sykacek, Iead Rezek and Stephen J. Roberts Book Section (2005)

Bayes rule in perception, action and cognition Daniel Wolpert and Zoubin Ghahramani Book Section (2005)

BCI Competition III : Dataset II - Ensemble of SVMs for BCI P300 speller Alain Rakotomamonjy and Vincent Guigue Article Item availablity restricted. (2005)

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)

Bilinear Dynamical Systems Will Penny, Zoubin Ghahramani and Karl Friston Article (2005)

Binary On-line Classification based on Temporally Integrated Information Christin Schaefer and Steven Lemm Article Item not available online. (2005)

Comparative evaluation of Independent Components Analysis algorithms for isolating target-relevant information in brain-signal classification Jeremy Hill, Michael Schroeder, Thomas Navin Lal and Bernhard Schölkopf Conference or Workshop Item (2005)

Computation-time efficient and robust attribute tree mining with DryadeParent A Termier, M-C Rousset, Michele Sebag, K Ohara, T Washio and Hiroshi Motoda Conference or Workshop Item (2005)

Ensemble Hidden Markov Models with Extended Observation Densities for Biosignal Analysis Iead Rezek and Stephen J. Roberts Book Section (2005)

Machine Learning Methods for Brain-Computer Interfaces Thomas Navin Lal Thesis Item availablity restricted. (2005)

Measuring Phase Synchronization of Superimposed Signals Frank Meinecke, Andreas Ziehe, J\"urgen Kurths and Klaus-Robert Müller Article Item not available online. (2005)

Methods Towards Invasive Human Brain Computer Interfaces Thomas Navin Lal, Thilo Hinterberger, Guido Widman, Michael Schroeder, Jeremy Hill, Wolfgang Rosenstiel, Christian Elger, Bernhard Schölkopf and Niels Birbaumer Article (2005)

Nearest Neighbor Based Feature Selection for Regression and its Application to Neural Activity Amir Navot, Lavi Shpigelman, Naftali Tishby and Eilon Vaadia Article (2005)

Noise and the two-thirds power law Uri Maoz, Elon Portugaly, Tamar Flash and Yair Weiss Article (2005)

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)

Phase Transitions within Grammatical Inference N Pernot, Antoine Cornuéjols and Michele Sebag Conference or Workshop Item (2005)

Spatio-Spectral Filter for Improved Classification of Single-Trial EEG Steven Lemm, Benjamin Blankertz, Gabriel Curio and Klaus-Robert Müller Article (2005)

Spikernels: Predicting Arm Movements by Embedding Population Spike Rate Patterns in Inner-Product Spaces Lavi Shpigelman, Yoram Singer, Rony Paz and Eilon Vaadia Article (2005)

Longer fixation duration while viewing face images Kun Guo, Sasan Mahmoodi, Robert Robertson and Malcolm Young Article Item not available online. (22 November 2004)

Attentional Modulation of Auditory Event-Related Potentials in a Brain-Computer Interface N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf Article (November 2004)

Brain-Controlled Robots Jose del R. Millan Conference or Workshop Item Item not available online. (October 2004)

Machine Learning Techniques for Brain-Computer Interfaces Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz Article (September 2004)

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)

KCCA Feature Selection for fMRI Analysis David Hardoon, John Shawe-Taylor and Ola Friman Monograph (25 August 2004)

Centre-surround interactions in response to natural scene stimulation in the primary visual cortex Kun Guo, Robert Robertson, Sasan Mahmoodi and Malcolm Young Article Item not available online. (22 July 2004)

An Auditory Paradigm for Brain--Computer Interfaces N.J. Hill, Thomas Navin Lal, K. Bierig, N. Birbaumer and Bernhard Schölkopf Article (04 June 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)

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)

Non-Invasive Brain-Actuated Control of a Mobile Robot by Human EEG José del R Millán, Frédéric Renkens, Josep Mouriño and Wulfram Gerstner Article (June 2004)

Probabilistic Modeling of Sensorimotor mu-Rhythms for Classification of Imaginary Hand Movements Steven Lemm, Christin Schaefer and Gabriel Curio Article Item not available online. (June 2004)

Support Vector Channel Selection in BCI Thomas Navin Lal, M. Schroeder, T. Hinterberger, J. Weston, M. Bogdan, N. Birbaumer and Bernhard Schölkopf Article (June 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)

KCCA for fMRI Analysis David Hardoon, John Shawe-Taylor and Ola Friman Conference or Workshop Item (28 May 2004)

Brain-Actuated Interaction José del R Millán, Frédéric Renkens, Josep Mouriño and Wulfram Gerstner Article (May 2004)

On the need for on-line learning in brain-computer interfaces José del R Millán Conference or Workshop Item (May 2004)

Sequence Classification with Input-Output Hidden Markov Models Silvia Chiappa and Samy Bengio Monograph Item not available online. (May 2004)

HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems Silvia Chiappa and Samy Bengio Conference or Workshop Item Item not available online. (29 April 2004)

Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces M. Schroeder, Thomas Navin Lal, T. Hinterberger, M. Bogdan, N.J. Hill, N. Birbaumer, W. Rosenstiel and Bernhard Schölkopf Article Item not available online. (10 February 2004)

A temporal kernel-based model for tracking hand movements fron neural activities Lavi Shpigelman, Koby Crammer, Rony Paz, Eilon Vaadia and Yoram Singer Conference or Workshop Item (2004)

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)

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)

Injecting noise for analysing the stability of ICA components Stefan Harmeling, Frank Meinecke and Klaus-Robert Müller Article Item not available online. (2004)

Modelling Spikes with Mixtures of Factor Analysers Dilan Gorur, Carl Edward Rasmussen, Andreas S. Tolias, Fabian Sinz and Nikos K. Logothetis Article (2004)

xxx Xxx Trrr Article Item not available online. (2004)

Signal Extraction for Brain-Computer Interface David Hardoon and John Shawe-Taylor Conference or Workshop Item (22 November 2003)

Simplicity: A unifying principle in cognitive science? Nick Chater and Paul M.B. Vitanyi Article (2003)

The generalized universal law of generalization, Nick Chater and Paul M.B. Vitanyi Article (2003)

How do monkeys view faces?—a study of eye movements? Kun Guo, Robert Robertson, Sasan Mahmoodi, Yoav Tadmor and Malcolm Young Article Item not available online. (01 June 2002)