Benjamin Blankertz

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 16

Top Topics

Cognitive Processing

Evoked Potentials

Realistic Settings

Top Venues

Publications

Oleksandr Zlatov, Benjamin Blankertz
Towards physiology-informed data augmentation for EEG-based BCIs. CoRR (2022)
Andreas Meinel, Sebastián Castaño-Candamil, Benjamin Blankertz, Fabien Lotte, Michael Tangermann
Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data. Neuroinformatics 17 (2) (2019)
Giulio Jacucci, Oswald Barral, Pedram Daee, Markus Wenzel, Baris Serim, Tuukka Ruotsalo, Patrik Pluchino, Jonathan Freeman, Luciano Gamberini, Samuel Kaski, Benjamin Blankertz
Integrating neurophysiologic relevance feedback in intent modeling for information retrieval. J. Assoc. Inf. Sci. Technol. 70 (9) (2019)
Jaeyoung Shin, Alexander von Lühmann, Benjamin Blankertz, Do-Won Kim, Jan Mehnert, Jichai Jeong, Han-Jeong Hwang, Klaus-Robert Müller
Open access repository for hybrid EEG-NIRS data. BCI (2018)
Jessica Gemignani, Laurie Bayet, Claire Kabdebon, Benjamin Blankertz, Kenneth R. Pugh, Richard N. Aslin
Classifying the mental representation of word meaning in children with Multivariate Pattern Analysis of fNIRS. EMBC (2018)
Sebastian Bosse, Laura Acqualagna, Wojciech Samek, Anne K. Porbadnigk, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller, Thomas Wiegand
Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition. IEEE Trans. Circuits Syst. Video Technol. 28 (8) (2018)
Alexander von Lühmann, Surjo R. Soekadar, Benjamin Blankertz, Klaus-Robert Müller
Headgear for Mobile Neurotechnology: looking into Alternatives for EEG and NIRS probes. GBCIC (2017)
Daniel Miklody, Milena T. Bagdasarian, Benjamin Blankertz
A low-dimensional representation for individual head geometries. EMBC (2017)
Daniel Miklody, Patrick Moessmer, Thorsten Dettmann, Kerstin Klinkenberg, Benjamin Blankertz
Multi-Timescale spectra as Features for continuous Workload estimation in Realistic Settings. GBCIC (2017)
Fatemeh Alimardani, Reza Boostani, Benjamin Blankertz
Weighted spatial based geometric scheme as an efficient algorithm for analyzing single-trial EEGS to improve cue-based BCI classification. Neural Networks 92 (2017)
Johannes Höhne, Daniel Bartz, Martin N. Hebart, Klaus-Robert Müller, Benjamin Blankertz
Analyzing neuroimaging data with subclasses: A shrinkage approach. NeuroImage 124 (2016)
Daniel Miklody, Wendie M. Uitterhoeve, Dimitri van Heel, Kerstin Klinkenberg, Benjamin Blankertz
Maritime Cognitive Workload Assessment. Symbiotic (2016)
Wojciech Samek, Duncan A. J. Blythe, Gabriel Curio, Klaus-Robert Müller, Benjamin Blankertz, Vadim V. Nikulin
Multiscale temporal neural dynamics predict performance in a complex sensorimotor task. NeuroImage 141 (2016)
Laura Naumann, Matthias Schultze-Kraft, Sven Dähne, Benjamin Blankertz
Prediction of Difficulty Levels in Video Games from Ongoing EEG. Symbiotic (2016)
Yiyu Chen, Ayalneh Dessalegn Atnafu, Isabella Schlattner, Wendimagegn Tariku Weldtsadik, Myung-Cheol Roh, Hyoung Joong Kim, Seong-Whan Lee, Benjamin Blankertz, Siamac Fazli
A High-Security EEG-Based Login System with RSVP Stimuli and Dry Electrodes. IEEE Trans. Inf. Forensics Secur. 11 (12) (2016)
Matthias Sebastian Treder, Anne K. Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller, Benjamin Blankertz
The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. NeuroImage 129 (2016)
Bastian Venthur, Sven Dähne, Johannes Höhne, Hendrik Heller, Benjamin Blankertz
Wyrm: A Brain-Computer Interface Toolbox in Python. Neuroinformatics 13 (4) (2015)
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
Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project. Symbiotic (2015)
Marija Uscumlic, Miriam Hägele, Benjamin Blankertz
EEG Correlates of Visual Recognition While Overtly Tracking a Moving Object. Symbiotic (2015)
Markus A. Wenzel, Carlos Moreira, Iulia-Alexandra Lungu, Mihail Bogojeski, Benjamin Blankertz
Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency. Symbiotic (2015)
Jan-Eike Golenia, Markus A. Wenzel, Benjamin Blankertz
Live Demonstrator of EEG and Eye-Tracking Input for Disambiguation of Image Search Results. Symbiotic (2015)
Irina-Emilia Nicolae, Laura Acqualagna, Benjamin Blankertz
Neural indicators of the depth of cognitive processing for user-adaptive neurotechnological applications. EMBC (2015)
Irina-Emilia Nicolae, Laura Acqualagna, Benjamin Blankertz
Tapping Neural Correlates of the Depth of Cognitive Processing for Improving Human Computer Interaction. Symbiotic (2015)
Xingwei An, Dong Ming, Douglas Sterling, Hongzhi Qi, Benjamin Blankertz
Optimizing visual-to-auditory delay for multimodal BCI speller. EMBC (2014)
Johannes Höhne, Benjamin Blankertz, Klaus-Robert Müller, Daniel Bartz
Mean shrinkage improves the classification of ERP signals by exploiting additional label information. PRNI (2014)
Sebastian Bosse, Laura Acqualagna, Anne K. Porbadnigk, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand
Neurally informed assessment of perceived natural texture image quality. ICIP (2014)
Bastian Venthur, Benjamin Blankertz
Wyrm, A Pythonic Toolbox for Brain-Computer Interfacing. CoRR (2014)
Clemens Brunner, Benjamin Blankertz, Febo Cincotti, Andrea Kübler, Donatella Mattia, Felip Miralles, Anton Nijholt, Begonya Otal, Patric Salomon, Gernot R. Müller-Putz
BNCI Horizon 2020 - Towards a Roadmap for Brain/Neural Computer Interaction. HCI (4) (2014)
Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
On the interpretation of weight vectors of linear models in multivariate neuroimaging. NeuroImage 87 (2014)
Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John-Dylan Haynes, Benjamin Blankertz, Felix Bießmann
Parameter interpretation, regularization and source localization in multivariate linear models. PRNI (2014)
Luís F. Seoane, Stephan Gabler, Benjamin Blankertz
Images from the Mind: BCI image evolution based on RSVP of polygon primitives. CoRR (2014)
Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli, Michael Tangermann, Carmen Vidaurre, Stefan Haufe, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
Decoding cognitive brain states. BCI (2013)
Siamac Fazli, Klaus-Robert Müller, Seong-Whan Lee, Benjamin Blankertz
Tutorial on multimodal neuroimaging for brain-computer interfacing. BCI (2013)
Seul-Ki Yeom, Siamac Fazli, Jan Mehnert, Benjamin Blankertz, Jens Steinbrink, Klaus-Robert Müller, Seong-Whan Lee
Multimodal imaging technique for rapid response brain-computer interface feedback. BCI (2013)
Simon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand
Toward a Direct Measure of Video Quality Perception Using EEG. IEEE Trans. Image Process. 21 (5) (2012)
Claudia Sannelli, Carmen Vidaurre, Klaus-Robert Müller, Benjamin Blankertz
Common Spatial Pattern Patches: Online evaluation on BCI-naive users. EMBC (2012)
Bastian Venthur, Benjamin Blankertz
Mushu, a free- and open source BCI signal acquisition, written in Python. EMBC (2012)
Siamac Fazli, Jan Mehnert, Jens Steinbrink, Benjamin Blankertz
Using NIRS as a predictor for EEG-based BCI performance. EMBC (2012)
Siamac Fazli, Jan Mehnert, Jens Steinbrink, Gabriel Curio, Arno Villringer, Klaus-Robert Müller, Benjamin Blankertz
Enhanced performance by a hybrid NIRS-EEG brain computer interface. NeuroImage 59 (1) (2012)
Laura Acqualagna, Benjamin Blankertz
A gaze independent spelling based on rapid serial visual presentation. EMBC (2011)
Carmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz
Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces. Neural Comput. 23 (3) (2011)
Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe, Klaus-Robert Müller
Single-trial analysis and classification of ERP components - A tutorial. NeuroImage 56 (2) (2011)
Carmen Vidaurre, Motoaki Kawanabe, Paul von Bünau, Benjamin Blankertz, Klaus-Robert Müller
Toward Unsupervised Adaptation of LDA for Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Steven Lemm, Benjamin Blankertz, Thorsten Dickhaus, Klaus-Robert Müller
Introduction to machine learning for brain imaging. NeuroImage 56 (2) (2011)
Anne K. Porbadnigk, Simon Scholler, Benjamin Blankertz, Arnd Ritz, Matthias Born, Robert Scholl, Klaus-Robert Müller, Gabriel Curio, Matthias Sebastian Treder
Revealing the neural response to imperceptible peripheral flicker with machine learning. EMBC (2011)
Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz, Michael Tangermann
Performance optimization of ERP-based BCIs using dynamic stopping. EMBC (2011)
Stefan Haufe, Ryota Tomioka, Thorsten Dickhaus, Claudia Sannelli, Benjamin Blankertz, Guido Nolte, Klaus-Robert Müller
Large-scale EEG/MEG source localization with spatial flexibility. NeuroImage 54 (2) (2011)
Nico Schmidt, Benjamin Blankertz, Matthias Sebastian Treder
alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs. SMC (2010)
Benjamin Blankertz, Claudia Sannelli, Sebastian Halder, Eva M. Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio, Thorsten Dickhaus
Neurophysiological predictor of SMR-based BCI performance. NeuroImage 51 (4) (2010)
Carmen Vidaurre, Claudia Sannelli, Klaus-Robert Müller, Benjamin Blankertz
Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy. HAIS (1) (2010)
Bastian Venthur, Benjamin Blankertz, Manfred F. Gugler, Gabriel Curio
Novel applications of BCI technology: Psychophysiological optimization of working conditions in industry. SMC (2010)
Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller, Benjamin Blankertz
Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience. Frontiers Neuroinformatics 4 (2010)
John Williamson, Roderick Murray-Smith, Benjamin Blankertz, Matthias Krauledat, Klaus-Robert Müller
Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces. Int. J. Hum. Comput. Stud. 67 (10) (2009)
Siamac Fazli, Cristian Grozea, Márton Danóczy, Benjamin Blankertz, Florin Popescu, Klaus-Robert Müller
Subject independent EEG-based BCI decoding. NIPS (2009)
Siamac Fazli, Florin Popescu, Márton Danóczy, Benjamin Blankertz, Klaus-Robert Müller, Cristian Grozea
Subject-independent mental state classification in single trials. Neural Networks 22 (9) (2009)
Motoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz, Klaus-Robert Müller
A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification. IWANN (1) (2009)
Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz, Alois Schlögl
Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces. Neural Networks 22 (9) (2009)
Siamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller
Using Rest Class and Control Paradigms for Brain Computer Interfacing. IWANN (1) (2009)
Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre, Klaus-Robert Müller
Playing Pinball with non-invasive BCI. NIPS (2008)
Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe, Klaus-Robert Müller
Optimizing Spatial filters for Robust EEG Single-Trial Analysis. IEEE Signal Process. Mag. 25 (1) (2008)
Benjamin Blankertz, Florian Losch, Matthias Krauledat, Guido Dornhege, Gabriel Curio, Klaus-Robert Müller
The Berlin Brain-Computer Interface: Accurate Performance From First-Session in BCI-NaÏve Subjects. IEEE Trans. Biomed. Eng. 55 (10) (2008)
Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy, Gabriel Curio, Klaus-Robert Müller
The Berlin Brain-Computer Interface. WCCI (2008)
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
Brain-Computer Interfacing for Intelligent Systems. IEEE Intell. Syst. 23 (3) (2008)
Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller, Gabriel Curio
The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects. NeuroImage 37 (2) (2007)
Roman Krepki, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications. Multim. Tools Appl. 33 (1) (2007)
Benjamin Blankertz, Motoaki Kawanabe, Ryota Tomioka, Friederike U. Hohlefeld, Vadim V. Nikulin, Klaus-Robert Müller
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing. NIPS (2007)
Roman Krepki, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
Berlin Brain-Computer Interface - The HCI communication channel for discovery. Int. J. Hum. Comput. Stud. 65 (5) (2007)
Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, John Williamson, Roderick Murray-Smith, Klaus-Robert Müller
A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface. HCI (6) (2007)
Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio, Benjamin Blankertz
Machine Learning and Applications for Brain-Computer Interfacing. HCI (8) (2007)
Benjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio, Klaus-Robert Müller
The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States. J. Univers. Comput. Sci. 12 (6) (2006)
Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, Klaus-Robert Müller
Importance-Weighted Cross-Validation for Covariate Shift. DAGM-Symposium (2006)
Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Tangermann, Gabriel Curio, Klaus-Robert Müller
On-line Differentiation Of Neuroelectric Activities: Algorithms And applications. EMBC (Supplement) (2006)
Klaus-Robert Müller, Benjamin Blankertz
Toward noninvasive brain-computer interfaces. IEEE Signal Process. Mag. 23 (5) (2006)
Matthias Krauledat, Michael Schröder, Benjamin Blankertz, Klaus-Robert Müller
Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach. NIPS (2006)
Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller
Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing. IEEE Trans. Biomed. Eng. 53 (11) (2006)
Steven Lemm, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
Spatio-spectral filters for improving the classification of single trial EEG. IEEE Trans. Biomed. Eng. 52 (9) (2005)
Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller
Optimizing spatio-temporal filters for improving Brain-Computer Interfacing. NIPS (2005)
Jens Kohlmorgen, Benjamin Blankertz
Bayesian Classification of Single-Trial Event-Related Potentials in EEG. Int. J. Bifurc. Chaos 14 (2) (2004)
Gilles Blanchard, Benjamin Blankertz
BCI competition 2003-data set IIa: spatial patterns of self-controlled brain rhythm modulations. IEEE Trans. Biomed. Eng. 51 (6) (2004)
Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms. IEEE Trans. Biomed. Eng. 51 (6) (2004)
Thilo Hinterberger, Stefan Schmidt, Nicola Neumann, Jürgen Mellinger, Benjamin Blankertz, Gabriel Curio, Niels Birbaumer
Brain-computer communication and slow cortical potentials. IEEE Trans. Biomed. Eng. 51 (6) (2004)
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
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials. IEEE Trans. Biomed. Eng. 51 (6) (2004)
Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
Increase Information Transfer Rates in BCI by CSP Extension to Multi-class. NIPS (2003)
Benjamin Blankertz, Christin Schäfer, Guido Dornhege, Gabriel Curio
Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates. ICANN (2002)
Jens Kohlmorgen, Benjamin Blankertz
A Simple Generative Model for Single-Trial EEG Classification. ICANN (2002)
Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
Combining Features for BCI. NIPS (2002)
Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
Constant Q Profiles for Tracking Modulations in Audio Data Format. ICMC (2001)
Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
Classifying Single Trial EEG: Towards Brain Computer Interfacing. NIPS (2001)
Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
A New Method for Tracking Modulations in Tonal Music in Audio Data Format. IJCNN (6) (2000)
Benjamin Blankertz, Andreas Weiermann
A Uniform Approach for Characterizing the Provably Total Number-Theoretic Functions of KPM and (Some of) its Subsystems. Stud Logica 62 (3) (1999)