Benjamin Blankertz

96 papers B 3C 2Journal 42Unranked 44

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A New Canonical Log-Euclidean Kernel for Symmetric Positive Definite Matrices for EEG Analysis (Oct 2024). IEEE Trans. Biomed. Eng. Gabriel Leander Wagner vom Berg, Vera Röhr, Daniel Platt, Benjamin Blankertz
2022	J	`jnl`	Towards physiology-informed data augmentation for EEG-based BCIs. CoRR Oleksandr Zlatov, Benjamin Blankertz
2019	J	`jnl`	Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data. Neuroinformatics Andreas Meinel, Sebastián Castaño-Candamil, Benjamin Blankertz, Fabien Lotte, Michael Tangermann
2019	J	`jnl`	Integrating neurophysiologic relevance feedback in intent modeling for information retrieval. J. Assoc. Inf. Sci. Technol. Giulio Jacucci, Oswald Barral, Pedram Daee, Markus Wenzel, Baris Serim, Tuukka Ruotsalo, Patrik Pluchino, Jonathan Freeman, Luciano Gamberini, Samuel Kaski, Benjamin Blankertz
2018	J	`jnl`	Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition. IEEE Trans. Circuits Syst. Video Technol. Sebastian Bosse, Laura Acqualagna, Wojciech Samek, Anne K. Porbadnigk, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller, Thomas Wiegand
2018	—	`conf`	Classifying the mental representation of word meaning in children with Multivariate Pattern Analysis of fNIRS. EMBC Jessica Gemignani, Laurie Bayet, Claire Kabdebon, Benjamin Blankertz, Kenneth R. Pugh, Richard N. Aslin
2018	—	`conf`	Open access repository for hybrid EEG-NIRS data. BCI Jaeyoung Shin, Alexander von Lühmann, Benjamin Blankertz, Do-Won Kim, Jan Mehnert, Jichai Jeong, Han-Jeong Hwang, Klaus-Robert Müller
2018	—	`ed.`	Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Eindhoven, The Netherlands, December 18-19, 2017, Revised Selected Papers Symbiotic Jaap Ham, Anna Spagnolli, Benjamin Blankertz, Luciano Gamberini, Giulio Jacucci
2017	—	`conf`	A low-dimensional representation for individual head geometries. EMBC Daniel Miklody, Milena T. Bagdasarian, Benjamin Blankertz
2017	—	`conf`	Headgear for Mobile Neurotechnology: looking into Alternatives for EEG and NIRS probes. GBCIC Alexander von Lühmann, Surjo R. Soekadar, Benjamin Blankertz, Klaus-Robert Müller
2017	—	`conf`	Multi-Timescale spectra as Features for continuous Workload estimation in Realistic Settings. GBCIC Daniel Miklody, Patrick Moessmer, Thorsten Dettmann, Kerstin Klinkenberg, Benjamin Blankertz
2017	—	`ch.`	Predicting Motor Intentions with Closed-Loop Brain-Computer Interfaces. Brain-Computer Interface Research (6) Matthias Schultze-Kraft, Mario Neumann, Martin Lundfall, Patrick Wagner, Daniel Birman, John-Dylan Haynes, Benjamin Blankertz
2017	—	`ed.`	Symbiotic Interaction - 5th International Workshop, Symbiotic 2016, Padua, Italy, September 29-30, 2016, Revised Selected Papers Symbiotic Luciano Gamberini, Anna Spagnolli, Giulio Jacucci, Benjamin Blankertz, Jonathan Freeman
2017	J	`jnl`	Weighted spatial based geometric scheme as an efficient algorithm for analyzing single-trial EEGS to improve cue-based BCI classification. Neural Networks Fatemeh Alimardani, Reza Boostani, Benjamin Blankertz
2016	J	`jnl`	A High-Security EEG-Based Login System with RSVP Stimuli and Dry Electrodes. IEEE Trans. Inf. Forensics Secur. Yiyu Chen, Ayalneh Dessalegn Atnafu, Isabella Schlattner, Wendimagegn Tariku Weldtsadik, Myung-Cheol Roh, Hyoung Joong Kim, Seong-Whan Lee, Benjamin Blankertz, Siamac Fazli
2016	J	`jnl`	Analyzing neuroimaging data with subclasses: A shrinkage approach. NeuroImage Johannes Höhne, Daniel Bartz, Martin N. Hebart, Klaus-Robert Müller, Benjamin Blankertz
2016	—	`conf`	Maritime Cognitive Workload Assessment. Symbiotic Daniel Miklody, Wendie M. Uitterhoeve, Dimitri van Heel, Kerstin Klinkenberg, Benjamin Blankertz
2016	J	`jnl`	Multiscale temporal neural dynamics predict performance in a complex sensorimotor task. NeuroImage Wojciech Samek, Duncan A. J. Blythe, Gabriel Curio, Klaus-Robert Müller, Benjamin Blankertz, Vadim V. Nikulin
2016	—	`conf`	Prediction of Difficulty Levels in Video Games from Ongoing EEG. Symbiotic Laura Naumann, Matthias Schultze-Kraft, Sven Dähne, Benjamin Blankertz
2016	J	`jnl`	The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. NeuroImage Matthias Sebastian Treder, Anne K. Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller, Benjamin Blankertz
2015	—	`conf`	Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project. Symbiotic Luciano Gamberini, Anna Spagnolli, Benjamin Blankertz, Samuel Kaski, Jonathan Freeman, Laura Acqualagna, Oswald Barral, Maura Bellio, Luca Chech, Manuel J. A. Eugster, Eva Ferrari, Paolo Negri, Valeria Orso, Patrik Pluchino, Filippo Minelle, Baris Serim, Markus A. Wenzel, Giulio Jacucci
2015	—	`conf`	EEG Correlates of Visual Recognition While Overtly Tracking a Moving Object. Symbiotic Marija Uscumlic, Miriam Hägele, Benjamin Blankertz
2015	—	`conf`	Live Demonstrator of EEG and Eye-Tracking Input for Disambiguation of Image Search Results. Symbiotic Jan-Eike Golenia, Markus A. Wenzel, Benjamin Blankertz
2015	—	`conf`	Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency. Symbiotic Markus A. Wenzel, Carlos Moreira, Iulia-Alexandra Lungu, Mihail Bogojeski, Benjamin Blankertz
2015	—	`conf`	Neural indicators of the depth of cognitive processing for user-adaptive neurotechnological applications. EMBC Irina-Emilia Nicolae, Laura Acqualagna, Benjamin Blankertz
2015	—	`ed.`	Symbiotic Interaction - 4th International Workshop, Symbiotic 2015, Berlin, Germany, October 7-8, 2015, Proceedings Symbiotic Benjamin Blankertz, Giulio Jacucci, Luciano Gamberini, Anna Spagnolli, Jonathan Freeman
2015	—	`conf`	Tapping Neural Correlates of the Depth of Cognitive Processing for Improving Human Computer Interaction. Symbiotic Irina-Emilia Nicolae, Laura Acqualagna, Benjamin Blankertz
2015	J	`jnl`	Wyrm: A Brain-Computer Interface Toolbox in Python. Neuroinformatics Bastian Venthur, Sven Dähne, Johannes Höhne, Hendrik Heller, Benjamin Blankertz
2014	—	`conf`	BNCI Horizon 2020 - Towards a Roadmap for Brain/Neural Computer Interaction. HCI (4) Clemens Brunner, Benjamin Blankertz, Febo Cincotti, Andrea Kübler, Donatella Mattia, Felip Miralles, Anton Nijholt, Begonya Otal, Patric Salomon, Gernot R. Müller-Putz
2014	J	`jnl`	Images from the Mind: BCI image evolution based on RSVP of polygon primitives. CoRR Luís F. Seoane, Stephan Gabler, Benjamin Blankertz
2014	—	`conf`	Mean shrinkage improves the classification of ERP signals by exploiting additional label information. PRNI Johannes Höhne, Benjamin Blankertz, Klaus-Robert Müller, Daniel Bartz
2014	B	`conf`	Neurally informed assessment of perceived natural texture image quality. ICIP Sebastian Bosse, Laura Acqualagna, Anne K. Porbadnigk, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand
2014	J	`jnl`	On the interpretation of weight vectors of linear models in multivariate neuroimaging. NeuroImage Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
2014	—	`conf`	Optimizing visual-to-auditory delay for multimodal BCI speller. EMBC Xingwei An, Dong Ming, Douglas Sterling, Hongzhi Qi, Benjamin Blankertz
2014	—	`conf`	Parameter interpretation, regularization and source localization in multivariate linear models. PRNI Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
2014	J	`jnl`	Wyrm, A Pythonic Toolbox for Brain-Computer Interfacing. CoRR Bastian Venthur, Benjamin Blankertz
2013	—	`conf`	Decoding cognitive brain states. BCI Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli, Michael Tangermann, Carmen Vidaurre, Stefan Haufe, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
2013	—	`conf`	Multimodal imaging technique for rapid response brain-computer interface feedback. BCI Seul-Ki Yeom, Siamac Fazli, Jan Mehnert, Benjamin Blankertz, Jens Steinbrink, Klaus-Robert Müller, Seong-Whan Lee
2013	—	`conf`	Tutorial on multimodal neuroimaging for brain-computer interfacing. BCI Siamac Fazli, Klaus-Robert Müller, Seong-Whan Lee, Benjamin Blankertz
2012	—	`conf`	Common Spatial Pattern Patches: Online evaluation on BCI-naive users. EMBC Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller, Benjamin Blankertz
2012	J	`jnl`	Enhanced performance by a hybrid NIRS-EEG brain computer interface. NeuroImage Siamac Fazli, Jan Mehnert, Jens Steinbrink, Gabriel Curio, Arno Villringer, Klaus-Robert Müller, Benjamin Blankertz
2012	—	`conf`	Mushu, a free- and open source BCI signal acquisition, written in Python. EMBC Bastian Venthur, Benjamin Blankertz
2012	J	`jnl`	Toward a Direct Measure of Video Quality Perception Using EEG. IEEE Trans. Image Process. Simon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand
2012	—	`conf`	Using NIRS as a predictor for EEG-based BCI performance. EMBC Siamac Fazli, Jan Mehnert, Jens Steinbrink, Benjamin Blankertz
2011	—	`conf`	A gaze independent spelling based on rapid serial visual presentation. EMBC Laura Acqualagna, Benjamin Blankertz
2011	J	`jnl`	Introduction to machine learning for brain imaging. NeuroImage Steven Lemm, Benjamin Blankertz, Thorsten Dickhaus, Klaus-Robert Müller
2011	J	`jnl`	Large-scale EEG/MEG source localization with spatial flexibility. NeuroImage Stefan Haufe, Ryota Tomioka, Thorsten Dickhaus, Claudia Sannelli, Benjamin Blankertz, Guido Nolte, Klaus-Robert Müller
2011	J	`jnl`	Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces. Neural Comput. Carmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz
2011	—	`conf`	Performance optimization of ERP-based BCIs using dynamic stopping. EMBC Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz, Michael Tangermann
2011	—	`conf`	Revealing the neural response to imperceptible peripheral flicker with machine learning. EMBC Anne K. Porbadnigk, Simon Scholler, Benjamin Blankertz, Arnd Ritz, Matthias Born, Robert Scholl, Klaus-Robert Müller, Gabriel Curio, Matthias Sebastian Treder
2011	J	`jnl`	Single-trial analysis and classification of ERP components - A tutorial. NeuroImage Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe, Klaus-Robert Müller
2011	J	`jnl`	Toward Unsupervised Adaptation of LDA for Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. Carmen Vidaurre, Motoaki Kawanabe, Paul von Bünau, Benjamin Blankertz, Klaus-Robert Müller
2010	—	`conf`	Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy. HAIS (1) Carmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz
2010	J	`jnl`	Neurophysiological predictor of SMR-based BCI performance. NeuroImage Benjamin Blankertz, Claudia Sannelli, Sebastian Halder, Eva M. Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio, Thorsten Dickhaus
2010	B	`conf`	Novel applications of BCI technology: Psychophysiological optimization of working conditions in industry. SMC Bastian Venthur, Benjamin Blankertz, Manfred F. Gugler, Gabriel Curio
2010	J	`jnl`	Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience. Frontiers Neuroinformatics Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller, Benjamin Blankertz
2010	—	`ch.`	Using Rest Class and Control Paradigms for Brain Computer Interfacing. Brain-Computer Interfaces Siamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller
2010	B	`conf`	alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs. SMC Nico Schmidt, Benjamin Blankertz, Matthias Sebastian Treder
2009	—	`conf`	A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification. IWANN (1) Motoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz, Klaus-Robert Müller
2009	J	`jnl`	Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces. Int. J. Hum. Comput. Stud. John Williamson, Roderick Murray-Smith, Benjamin Blankertz, Matthias Krauledat, Klaus-Robert Müller
2009	—	`conf`	Subject independent EEG-based BCI decoding. NIPS Siamac Fazli, Cristian Grozea, Márton Danóczy, Benjamin Blankertz, Florin Popescu, Klaus-Robert Müller
2009	J	`jnl`	Subject-independent mental state classification in single trials. Neural Networks Siamac Fazli, Florin Popescu, Márton Danóczy, Benjamin Blankertz, Klaus-Robert Müller, Cristian Grozea
2009	J	`jnl`	Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces. Neural Networks Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz, Alois Schlögl
2009	—	`conf`	Using Rest Class and Control Paradigms for Brain Computer Interfacing. IWANN (1) Siamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller
2008	J	`jnl`	Brain-Computer Interfacing for Intelligent Systems. IEEE Intell. Syst. Anton Nijholt, Desney S. Tan, Gert Pfurtscheller, Clemens Brunner, José del R. Millán, Brendan Z. Allison, Bernhard Graimann, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller
2008	J	`jnl`	Optimizing Spatial filters for Robust EEG Single-Trial Analysis. IEEE Signal Process. Mag. Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe, Klaus-Robert Müller
2008	—	`conf`	Playing Pinball with non-invasive BCI. NIPS Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre, Klaus-Robert Müller
2008	—	`conf`	The Berlin Brain-Computer Interface. WCCI Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy, Gabriel Curio, Klaus-Robert Müller
2008	J	`jnl`	The Berlin Brain-Computer Interface: Accurate Performance From First-Session in BCI-NaÏve Subjects. IEEE Trans. Biomed. Eng. Benjamin Blankertz, Florian Losch, Matthias Krauledat, Guido Dornhege, Gabriel Curio, Klaus-Robert Müller
2007	—	`conf`	A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface. HCI (6) Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, John Williamson, Roderick Murray-Smith, Klaus-Robert Müller
2007	J	`jnl`	Berlin Brain-Computer Interface - The HCI communication channel for discovery. Int. J. Hum. Comput. Stud. Roman Krepki, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
2007	—	`conf`	Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing. NIPS Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike U. Hohlefeld, Vadim V. Nikulin, Klaus-Robert Müller
2007	—	`conf`	Machine Learning and Applications for Brain-Computer Interfacing. HCI (8) Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio, Benjamin Blankertz
2007	J	`jnl`	The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications. Multim. Tools Appl. Roman Krepki, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
2007	J	`jnl`	The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects. NeuroImage Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller, Gabriel Curio
2006	J	`jnl`	Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing. IEEE Trans. Biomed. Eng. Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller
2006	—	`conf`	Importance-Weighted Cross-Validation for Covariate Shift. DAGM-Symposium Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, Klaus-Robert Müller
2006	—	`conf`	On-line Differentiation Of Neuroelectric Activities: Algorithms And applications. EMBC (Supplement) Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Tangermann, Gabriel Curio, Klaus-Robert Müller
2006	—	`conf`	Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach. NIPS Matthias Krauledat, Michael Schröder, Benjamin Blankertz, Klaus-Robert Müller
2006	J	`jnl`	The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States. J. Univers. Comput. Sci. Benjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio, Klaus-Robert Müller
2006	J	`jnl`	Toward noninvasive brain-computer interfaces. IEEE Signal Process. Mag. Klaus-Robert Müller, Benjamin Blankertz
2005	—	`conf`	Optimizing spatio-temporal filters for improving Brain-Computer Interfacing. NIPS Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller
2005	J	`jnl`	Spatio-spectral filters for improving the classification of single trial EEG. IEEE Trans. Biomed. Eng. Steven Lemm, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
2004	J	`jnl`	BCI competition 2003-data set IIa: spatial patterns of self-controlled brain rhythm modulations. IEEE Trans. Biomed. Eng. Gilles Blanchard, Benjamin Blankertz
2004	J	`jnl`	Bayesian Classification of Single-Trial Event-Related Potentials in EEG. Int. J. Bifurc. Chaos Jens Kohlmorgen, Benjamin Blankertz
2004	J	`jnl`	Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms. IEEE Trans. Biomed. Eng. Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
2004	J	`jnl`	Brain-computer communication and slow cortical potentials. IEEE Trans. Biomed. Eng. Thilo Hinterberger, Stefan Schmidt, Nicola Neumann, Jürgen Mellinger, Benjamin Blankertz, Gabriel Curio, Niels Birbaumer
2004	J	`jnl`	The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials. IEEE Trans. Biomed. Eng. 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, Niels Birbaumer
2003	—	`conf`	Increase Information Transfer Rates in BCI by CSP Extension to Multi-class. NIPS Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
2002	C	`conf`	A Simple Generative Model for Single-Trial EEG Classification. ICANN Jens Kohlmorgen, Benjamin Blankertz
2002	—	`conf`	Combining Features for BCI. NIPS Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
2002	C	`conf`	Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates. ICANN Benjamin Blankertz, Christin Schäfer, Guido Dornhege, Gabriel Curio
2001	—	`conf`	Classifying Single Trial EEG: Towards Brain Computer Interfacing. NIPS Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
2001	—	`conf`	Constant Q Profiles for Tracking Modulations in Audio Data Format. ICMC Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
2000	—	`conf`	A New Method for Tracking Modulations in Tonal Music in Audio Data Format. IJCNN (6) Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
1999	J	`jnl`	A Uniform Approach for Characterizing the Provably Total Number-Theoretic Functions of KPM and (Some of) its Subsystems. Stud Logica Benjamin Blankertz, Andreas Weiermann