Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2018Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition
Bosse, S.; Acqualagna, L.; Samek, W.; Porbadnigk, A.K.; Curio, G.; Blankertz, B.; Müller, K.-R.; Wiegand, T.
Journal Article
2016Multiscale temporal neural dynamics predict performance in a complex sensorimotor task
Samek, W.; Blythe, D.A.J.; Curio, G.; Müller, K.-R.; Blankertz, B.; Nikulin, V.V.
Journal Article
2015EEG-based classification of video quality perception using steady state visual evoked potentials (SSVEPs)
Acqualagna, L.; Bosse, S.; Porbadnigk, A.K.; Curio, G.; Müller, K.R.; Wiegand, T.; Blankertz, B.
Journal Article
2015Neurophysiological assessment of perceived image quality using steady-state visual evoked potentials
Bosse, S.; Acqualagna, L.; Porbadnigk, A.K.; Curio, G.; Müller, K.-R.; Blankertz, B.; Wiegand, T.
Conference Paper
2014Neurally informed assessment of perceived natural texture image quality
Bosse, S.; Acqualagna, L.; Porbadnigk, A.K.; Blankertz, B.; Curio, G.; Müller, K.-R.; Wiegand, T.
Conference Paper
2012Enhanced performance by a hybrid NIRS-EEG brain computer interface
Fazli, S.; Mehnert, J.; Steinbrink, J.; Curio, G.; Villringer, A.; Müller, K.-R.; Blankertz, B.
Journal Article
2012Psychological predictors of SMR-BCI performance
Hammer, E.M.; Halder, S.; Blankertz, B.; Sannelli, C.; Dickhaus, T.; Kleih, S.; Müller, K.-R.; Kübler, A.
Journal Article
2012Toward a direct measure of video quality perception using EEG
Scholler, S.; Bosse, S.; Treder, M.S.; Blankertz, B.; Curio, G.; Müller, K.-R.; Wiegand, T.
Journal Article
2011Co-adaptive calibration to improve BCI efficiency
Vidaurre, C.; Sannelli, C.; Müller, K.-R.; Blankertz, B.
Journal Article
2011CSP patches: An ensemble of optimized spatial filters. An evaluation study
Sannelli, C.; Vidaurre, C.; Müller, K.-R.; Blankertz, B.
Journal Article
2011EEG potentials predict upcoming emergency brakings during simulated driving
Haufe, S.; Treder, M.S.; Gugler, M.F.; Sagebaum, M.; Curio, G.; Blankertz, B.
Journal Article
2011Introduction to machine learning for brain imaging
Lemm, S.; Blankertz, B.; Dickhaus, T.; Müller, K.-R.
Journal Article
2011Large-scale EEG/MEG source localization with spatial flexibility
Haufe, S.; Tomioka, R.; Dickhaus, T.; Sannelli, C.; Blankertz, B.; Nolte, G.; Müller, K.-R.
Journal Article
2011Machine-learning-based coadaptive calibration for Brain-computer interfaces
Vidaurre, C.; Sannelli, C.; Müller, K.-R.; Blankertz, B.
Journal Article
2011A novel 9-class auditory ERP paradigm driving a predictive text entry system
Höhne, Johannes; Schreuder, Martijn; Blankertz, Benjamin; Tangermann, Michael
Journal Article
2011Single-trial analysis and classification of ERP components - A tutorial
Blankertz, B.; Lemm, S.; Treder, M.; Haufe, S.; Müller, K.-R.
Journal Article
2011Toward unsupervised adaptation of LDA for brain-computer interfaces
Vidaurre, C.; Kawanabe, M.; Bünau, P. von; Blankertz, B.; Müller, K.R.
Journal Article
2010(C)overt attention and visual speller design in an ERP-based brain-computer interface
Treder, M.S.; Blankertz, B.
Journal Article
2010The Berlin brain-computer interface: Non-medical uses of BCI technology
Blankertz, B.; Tangermann, M.; Vidaurre, C.; Fazli, S.; Sannelli, C.; Haufe, S.; Maeder, C.; Ramsey, L.; Sturm, I.; Curio, G.; Müller, K.-R.
Journal Article
2010Common spatial pattern patches - An optimized filter ensemble for adaptive Brain-Computer Interfaces
Sannelli, C.; Vidaurre, C.; Müller, K.-R.; Blankertz, B.
Conference Paper
2010Detecting mental states by machine learning techniques: The Berlin Brain-computer interface
Blankertz, B.; Tangermann, M.; Vidaurre, C.; Dickhaus, T.; Sannelli, C.; Popescu, F.; Fazli, S.; Danóczy, M.; Curio, G.; Müller, K.-R.
Book Article
2010Localization of class-related mu-rhythm desynchronization in motor imagery based Brain-Computer Interface sessions
Haufe, S.; Tomioka, R.; Dickhaus, T.; Sannelli, C.; Blankertz, B.; Nolte, G.; Müller, K.-R.
Conference Paper
2010Machine-learning based co-adaptive calibration: A perspective to fight BCI illiteracy
Vidaurre, C.; Sannelli, C.; Müller, K.-R.; Blankertz, B.
Conference Paper
2010Neurophysiological predictor of SMR-based BCI performance
Blankertz, B.; Sannelli, C.; Haider, S.; Hammer, E.M.; Kübler, A.; Müller, K.-R.; Curio, G.; Dickhaus, T.
Journal Article
2010A new auditory multi-class brain-computer interface paradigm
Schreuder, M.; Blankertz, B.; Tangermann, M.
Journal Article
2010Novel applications of BCI technology: Psychophysiological optimization of working conditions in industry
Venthur, B.; Blankertz, B.; Gugler, M.F.; Curio, G.
Conference Paper
2010A novel brain-computer interface based on the rapid serial visual presentation paradigm
Acqualagna, L.; Treder, M.S.; Schreuder, M.; Blankertz, B.
Conference Paper
2010On optimal channel configurations for SMR-based brain-computer interfaces
Sannelli, C.; Dickhaus, T.; Halder, S.; Hammer, E.-M.; Müller, K.-R.; Blankertz, B.
Journal Article
2010Pyff - A pythonic framework for feedback applications and stimulus presentation in neuroscience
Venthur, B.; Scholler, S.; Williamson, J.; Dähne, S.; Treder, M.S.; Kramarek, M.T.; Müller, K.-R.; Blankertz, B.
Journal Article
2010Subject independent EEG-based BCI decoding
Fazli, Siamac; Grozea, Cristian; Danoszy, Marton; Blankertz, Benjamin; Popescu, Florin; Müller, Klaus-Robert
Conference Paper
2010Towards a cure for BCI illiteracy
Vidaurre, C.; Blankertz, B.
Journal Article
2010Using ERPs for assessing the (sub) conscious perception of noise
Porbadnigk, A.K.; Antons, J.-N.; Blankertz, B.; Treder, M.S.; Schleicher, R.; Möller, S.; Curio, G.
Conference Paper
2009Invariant common spatial patterns: Alleviating nonstationarities in Brain-Computer Interfacing
Blankertz, B.; Kawanabe, M.; Tomioka, R.; Hohlefeld, F.U.; Nikulin, V.; Müller, K.-R.
Conference Paper
2009A maxmin approach to optimize spatial filters for EEG single-trial classification
Kawanabe, M.; Vidaurre, C.; Blankertz, B.; Müller, K.-R.
Conference Paper
2009Subject-independent mental state classification in single trials
Fazli, S.; Popescu, F.; Danoczy, M.; Blankertz, B.; Müller, K.-R.; Grozea, C.
Journal Article
2009Time domain parameters as a feature for EEG-based brain-computer interfaces
Vidaurre, C.; Krämer, N.; Blankertz, B.; Schlögl, A.
Journal Article
2009Using rest class and control paradigms for brain computer interfacing
Fazli, S.; Danoczy, M.; Popescu, F.; Blankertz, B.; Müller, K.-R.
Conference Paper
2008The (B)erlin (B)rain-(C)omputer (I)interface
Blankertz, B.; Tangermann, M.; Popescu, F.; Krauledat, M.; Fazli, S.; Dónaczy, M.; Curio, G.; Müller, K.-R.
Conference Paper
2008The Berlin brain-computer interface
Blankertz, B; Losch, F.; Krauledat, M.; Dornhege, G.; Curio, G.; Müller, K.-R.
Journal Article
2008Brain-computer interfacing for intelligent systems
Nijholt, A.; Tan, D.; Pfurtscheller, G.; Brunner, C.; Millan, J.; Allison, B.; Grainmann, B.; Popescu, F.; Blankertz, B.; Müller, K.-R.
Journal Article
2008Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
Blankertz, B.; Kawanabe, M.; Tomioka, R.; Hohlefeld, F.; Nikulin, V.; Müller, K.-R.
Book Article
2008Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring
Müller, K.-R.; Tangermann, M.; Dornhege, G.; Krauledat, M.; Curio, G.; Blankertz, B.
Journal Article
2008Optimizing spatial filters for robust EEG single-trial analysis
Blankertz, B.; Tomioka, R.; Lemm, S.; Kawanabe, M.; Müller, K.-R.
Journal Article
2008A platform-independent open-source feedback framework for BCI systems
Venthur, B.; Blankertz, B.
Conference Paper
2008Towards zero training for brain-computer interfacing
Krauledat, M.; Tangermann, M.; Blankertz, B.; Müller, K.-R.
Journal Article
2008Unsupervised adaptation of the LDA classifier for Brain-Computer Interfaces
Vidaurre, C.; Schlögl, A.; Blankertz, B.; Kawanabe, M.; Müller, K.-R.
Conference Paper
2007Adaptation in CSP-based BCI systems
Krauledat, M.; Shenoy, P.; Blankertz, B.; Rao, R.P.N.; Müller, K.-R.
Book Article
2007The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications
Krepki, R.; Blankertz, B.; Curio, G.; Müller, K.-R.
Conference Paper, Journal Article
2007Berlin brain-computer interface - The HCI communication channel for discovery
Krepki, R.; Curio, G.; Blankertz, B.; Müller, K.-R.
Journal Article
2007The Berlin brain-computer interface: Machine-learning based detection of user specific brain states
Blankertz, B.; Dornhege, G.; Krauledat, M.; Kunzmann, V.; Losch, F.; Curio, G.; Müller, K.-R.
Book Article
2007General signal processing and machine learning tools for BCI analysis
Dornhege, G.; Krauledat, M.; Müller, K.-R.; Blankertz, B.
Book Article
2007Improving human performance in a real operating environment through real-time mental workload detection
Kohlmorgen, J.; Dornhege, G.; Braun, M.; Blankertz, B.; Müller, K.-R.; Curio, G.; Hagemann, K.; Bruns, A.; Schrauf, M.; Kincses, W.E.
Book Article
2007Machine learning and applications for brain-computer interfacing
Müller, K.-R.; Krauledat, M.; Dornhege, G.; Curio, G.; Blankertz, B.
Conference Paper
2007The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects
Blankertz, B.; Dornhege, G.; Krauledat, M.; Müller, K.-R.; Curio, G.
Journal Article
2007A note on brain actuated spelling with the Berlin brain-computer interface
Blankertz, B.; Krauledat, M.; Dornhege, G.; Williamson, J.; Murray-Smith, R.; Müller, K.-R.
Conference Paper
2007Reducing calibration time for brain-computer interfaces: A clustering approach
Krauledat, M.; Schröder, M.; Blankertz, B.; Müller, K.-R.
Conference Paper
2007Robustifying EEG data analysis by removing outliers
Krauledat, M.; Dornhege, G.; Blankertz, B.; Müller, K.-R.
Journal Article
2007Single Trial Classification of Motor Imagination Using 6 Dry EEG Electrodes
Popescu, F.; Fazli, S.; Badower, Y.; Blankertz, B.; Müller, K.R.
Journal Article
2006Adapting Spatial Filtering Methods for Nonstationary BCIs
Tomioka, R.; Hill, J.; Blankertz, B.; Aihara, K.
Conference Paper
2006Algorithms for on-line differentiation of neuroelectric activities
Mueller, K.R.; Blankertz, B.; Dornhege, G.; Krauledat, M.; Curio, G.
Abstract
2006A Bayesian approach for adaptive BCI classification
Kawanabe, M.; Krauledat, M.; Blankertz, B.
Conference Paper
2006The BCI competition III: Validating alternative approaches to actual BCI problems
Blankertz, B.; Müller, K.-R.; Krusienski, D.J.; Schalk, G.; Wolpaw, J.R.; Schlögl, A.; Pfurtscheller, G.; Millan, J.D.R.; Schröder, M.; Birbaumer, N.
Journal Article
2006The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell
Blankertz, B.; Dornhege, G.; Krauledat, M.; Schröder, M.; Williamson, J.; Murray-Smith, R.; Müller, K.-R.
Conference Paper
2006The Berlin brain-computer interface: EEG-based communication without subject training
Blankertz, B.; Dornhege, G.; Krauledat, M.; Müller, K.-R.; Kunzmann, V.; Losch, F.; Curio, G.
Journal Article
2006The Berlin brain-computer interface: Machine learning based detection of user specific brain states
Blankertz, B.; Dornhege, G.; Lemm, S.; Krauledat, M.; Curio, G.; Müller, K.-R.
Journal Article
2006Combined optimization of spatial and temporal filters for improving brain-computer interfacing
Dornhege, G.; Blankertz, B.; Krauledat, M.; Losch, F.; Curio, G.; Müller, K.-R.
Journal Article
2006Importance-weighted cross-validation for covariate shift
Sugiyama, M.; Blankertz, B.; Krauledat, M.; Dornhege, G.; Müller, K.-R.
Conference Paper
2006Is the locus of control of reinforcement a predictor of brain-computer interface performance?
Burde, W.; Blankertz, B.
Conference Paper
2006A note on the Berlin Brain-Computer Interface
Jähnichen, S.; Curio, G.; Blankertz, B.; Müller, K.; Krauledat, M.; Dornhege, G.
Conference Paper
2006On-line differentiation of neuroelectric activities: algorithms and applications
Krauledat, M.; Blankertz, B.; Dornhege, G.; Schröder, M.; Curio, G.; Müller, K.R.
Conference Paper
2006Optimizing spatio-temporal filters for improving brain-computer interfacing
Dornhege, G.; Blankertz, B.; Krauledat, M.; Losch, F.; Curio, G.; Müller, K.-R.
Conference Paper
2006Sensorsystem und Verfahren zur kapazitiven Messung elektromagnetischer Signale biologischen Ursprungs
Mueller, K.; Blankertz, B.; Curio, G.; Schilling, M.
Patent
2006Toward noninvasive brain-computer interfaces
Müller, K.-R.; Blankertz, B.
Journal Article
2006Towards adaptive classification for BCI
Shenoy, P.; Krauledat, M.; Blankertz, B.; Rao, R.P.N.; Müller, K.-R.
Journal Article
2005The Berlin brain-computer interface
Blankertz, B.; Dornhege, G.; Krauledat, M.; Müller, K.-R.; Curio, G.
Report
2005Spatio-spectral filters for improving the classification of single trial EEG
Lemm, S.; Blankertz, B.; Curio, G.; Müller, K.-R.
Journal Article
2004Bayesian classification of single-trial event-related potentials in EEG
Kohlmorgen, J.; Blankertz, B.
Journal Article
2004BCI competition 2003 - data set IIa: Spatial patterns of self-controlled brain rhythm modulations
Blanchard, G.; Blankertz, B.
Journal Article
2004The BCI competition 2003: Progress and perspectives in detection and discrimination of EEG single trials
Blankertz, B.; Müller, K.-R.; Curio, G.; Vaughan, T.M.; Schalk, G.; Wolpaw, J.R.; Schlögl, A.; Neuper, C.; Pfurtscheller, G.; Hinterberger, T.; Schröder, M.; Birbaumer, N.
Journal Article
2004The Berlin brain-computer interface for rapid response
Krauledat, M.; Dornhege, G.; Blankertz, B.; Curio, G.; Müller, K.-R.
Conference Paper
2004Boosting bit rates in non-invasive EEG single-trial classifications by feature combination and multi-class paradigms
Dornhege, G.; Blankertz, B.; Curio, G.; Müller, K.-R.
Report
2004Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms
Dornhege, G.; Blankertz, B.; Curio, G.; Müller, K.R.
Journal Article
2004Brain-computer communication and slow cortical potentials
Hinterberger, T.; Schmidt, S.; Neumann, N.; Mellinger, J.; Blankertz, B.; Curio, G.; Birbaumer, N.
Journal Article
2004Improving speed and accuracy of brain-computer interfaces using readiness potential features
Krauledat, M.; Dornhege, G.; Blankertz, B.; Losch, F.; Curio, G.; Müller, K.-R.
Conference Paper
2004Increase information transfer rates in BCI by CSP extension to multi-class
Dornhege, G.; Blankertz, B.; Curio, G.; Müller, K.-R.
Conference Paper
2004Machine learning techniques for Brain-Computer Interfaces
Müller, K.-R.; Krauledat, M.; Dornhege, G.; Curio, G.; Blankertz, B.
Journal Article
2004Scale Degree Profiles from Audio Investigated with Machine Learning Techniques
Purwins, H.; Blankertz, B.; Dornhege, G.; Obermayer, K.
Conference Paper
2004Verfahren zum Ausloesen insassenunterstuetzter Massnahmen in einem Fahrzeug
Mueller, K.; Blankertz, B.; Curio, G.
Patent
2003The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control of multimedia applications and computer games
Krepki, R.; Blankertz, B.; Curio, G.; Müller, K.-R.
Conference Paper
2003Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis
Blankertz, B.; Dornhege, G.; Schäfer, C.; Krepki, R.; Kohlmorgen, J.; Müller, K.-R.; Losch, F.; Kunzmann, V.; Curio, G.
Journal Article
2003Combining features for BCI
Dornhege, G.; Blankertz, B.; Curio, G.; Müller, K.-R.
Conference Paper
2003Correspondence Analysis for Visualizing Interplay of Pitch Class, Key, and Composer
Purwins, H.; Graepel, T.; Blankertz, B.; Obermayer, K.
Book Article
2003A data analysis competition to evaluate machine learning algorithms for use in brain-computer interfaces
Sajda, P.; Gerson, A.; Müller, K.-R.; Blankertz, B.; Parra, L.
Journal Article
2003Speeding up classification of multi-channel brain-computer interfaces
Dornhege, G.; Blankertz, B.; Curio, G.
Conference Paper
2002Classifying single trial EEG: Towards brain computer interfacing
Blankertz, B.; Curio, G.; Müller, K.-R.
Conference Paper
2002A simple generative model for single-trial EEG classification
Kohlmorgen, J.; Blankertz, B.
Conference Paper
2002Single trial detection of EEG error potentials: A tool for increasing BCI transmission rates
Blankertz, B.; Schäfer, C.; Dornhege, G.; Curio, G.
Conference Paper
2000Computing auditory perception
Purwins, H.; Blankertz, B.; Obermayer, K.
Journal Article
2000Decomposition algorithms for analysing brain signals
Müller, K.-R.; Kohlmorgen, J.; Ziehe, A.; Blankertz, B.
Conference Paper