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Benjamin Blankertz
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2020 – today
- 2022
- [i3]Oleksandr Zlatov, Benjamin Blankertz:
Towards physiology-informed data augmentation for EEG-based BCIs. CoRR abs/2203.14392 (2022)
2010 – 2019
- 2019
- [j38]Giulio Jacucci
, Oswald Barral
Integrating neurophysiologic relevance feedback in intent modeling for information retrieval. J. Assoc. Inf. Sci. Technol. 70(9): 917-930 (2019) - [j37]Andreas Meinel
Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data. Neuroinformatics 17(2): 235-251 (2019) - 2018
- [j36]Sebastian Bosse
Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition. IEEE Trans. Circuits Syst. Video Technol. 28(8): 1694-1706 (2018) - [c49]Jaeyoung Shin, Alexander von Lühmann
Open access repository for hybrid EEG-NIRS data. BCI 2018: 1-4 - [c48]Jessica Gemignani
Classifying the mental representation of word meaning in children with Multivariate Pattern Analysis of fNIRS. EMBC 2018: 295-298 - [e3]Jaap Ham, Anna Spagnolli, Benjamin Blankertz, Luciano Gamberini, Giulio Jacucci:
Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Eindhoven, The Netherlands, December 18-19, 2017, Revised Selected Papers. Lecture Notes in Computer Science 10727, Springer 2018, ISBN 978-3-319-91592-0 [contents] - 2017
- [j35]Fatemeh Alimardani
Weighted spatial based geometric scheme as an efficient algorithm for analyzing single-trial EEGS to improve cue-based BCI classification. Neural Networks 92: 69-76 (2017) - [c47]Daniel Miklody, Milena T. Bagdasarian
A low-dimensional representation for individual head geometries. EMBC 2017: 3696-3699 - [c46]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 - [c45]Daniel Miklody, Patrick Moessmer, Thorsten Dettmann, Kerstin Klinkenberg, Benjamin Blankertz:
Multi-Timescale spectra as Features for continuous Workload estimation in Realistic Settings. GBCIC 2017 - [p2]Matthias Schultze-Kraft, Mario Neumann, Martin Lundfall, Patrick Wagner, Daniel Birman, John-Dylan Haynes, Benjamin Blankertz:
Predicting Motor Intentions with Closed-Loop Brain-Computer Interfaces. Brain-Computer Interface Research (6) 2017: 79-90 - [e2]Luciano Gamberini, Anna Spagnolli, Giulio Jacucci, Benjamin Blankertz, Jonathan Freeman:
Symbiotic Interaction - 5th International Workshop, Symbiotic 2016, Padua, Italy, September 29-30, 2016, Revised Selected Papers. Lecture Notes in Computer Science 9961, 2017, ISBN 978-3-319-57752-4 [contents] - 2016
- [j34]Johannes Höhne, Daniel Bartz, Martin N. Hebart
Analyzing neuroimaging data with subclasses: A shrinkage approach. NeuroImage 124: 740-751 (2016) - [j33]Matthias Sebastian Treder, Anne K. Porbadnigk, Forooz Shahbazi Avarvand, Klaus-Robert Müller
The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. NeuroImage 129: 279-291 (2016) - [j32]Wojciech Samek, Duncan A. J. Blythe, Gabriel Curio
Multiscale temporal neural dynamics predict performance in a complex sensorimotor task. NeuroImage 141: 291-303 (2016) - [j31]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): 2635-2647 (2016) - [c44]Daniel Miklody, Wendie M. Uitterhoeve, Dimitri van Heel, Kerstin Klinkenberg, Benjamin Blankertz:
Maritime Cognitive Workload Assessment. Symbiotic 2016: 102-114 - [c43]Laura Naumann, Matthias Schultze-Kraft, Sven Dähne, Benjamin Blankertz:
Prediction of Difficulty Levels in Video Games from Ongoing EEG. Symbiotic 2016: 125-136 - 2015
- [j30]Bastian Venthur, Sven Dähne, Johannes Höhne, Hendrik Heller, Benjamin Blankertz
Wyrm: A Brain-Computer Interface Toolbox in Python. Neuroinformatics 13(4): 471-486 (2015) - [c42]Irina-Emilia Nicolae, Laura Acqualagna, Benjamin Blankertz:
Neural indicators of the depth of cognitive processing for user-adaptive neurotechnological applications. EMBC 2015: 1484-1487 - [c41]Luciano Gamberini, Anna Spagnolli, Benjamin Blankertz, Samuel Kaski, Jonathan Freeman, Laura Acqualagna, Oswald Barral
Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project. Symbiotic 2015: 68-80 - [c40]Jan-Eike Golenia, Markus A. Wenzel, Benjamin Blankertz
Live Demonstrator of EEG and Eye-Tracking Input for Disambiguation of Image Search Results. Symbiotic 2015: 81-86 - [c39]Irina-Emilia Nicolae, Laura Acqualagna, Benjamin Blankertz
Tapping Neural Correlates of the Depth of Cognitive Processing for Improving Human Computer Interaction. Symbiotic 2015: 126-131 - [c38]Marija Uscumlic, Miriam Hägele, Benjamin Blankertz
EEG Correlates of Visual Recognition While Overtly Tracking a Moving Object. Symbiotic 2015: 166-171 - [c37]Markus A. Wenzel, Carlos Moreira, Iulia-Alexandra Lungu, Mihail Bogojeski
Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency. Symbiotic 2015: 172-178 - [e1]Benjamin Blankertz, Giulio Jacucci
Symbiotic Interaction - 4th International Workshop, Symbiotic 2015, Berlin, Germany, October 7-8, 2015, Proceedings. Lecture Notes in Computer Science 9359, Springer 2015, ISBN 978-3-319-24916-2 [contents] - 2014
- [j29]Stefan Haufe
On the interpretation of weight vectors of linear models in multivariate neuroimaging. NeuroImage 87: 96-110 (2014) - [c36]Xingwei An, Dong Ming, Douglas Sterling, Hongzhi Qi, Benjamin Blankertz:
Optimizing visual-to-auditory delay for multimodal BCI speller. EMBC 2014: 1226-1229 - [c35]Clemens Brunner, Benjamin Blankertz, Febo Cincotti
BNCI Horizon 2020 - Towards a Roadmap for Brain/Neural Computer Interaction. HCI (4) 2014: 475-486 - [c34]Sebastian Bosse, Laura Acqualagna, Anne K. Porbadnigk, Benjamin Blankertz, Gabriel Curio
Neurally informed assessment of perceived natural texture image quality. ICIP 2014: 1987-1991 - [c33]Stefan Haufe
Parameter interpretation, regularization and source localization in multivariate linear models. PRNI 2014: 1-4 - [c32]Johannes Höhne, Benjamin Blankertz, Klaus-Robert Müller
Mean shrinkage improves the classification of ERP signals by exploiting additional label information. PRNI 2014: 1-4 - [i2]Luís F. Seoane, Stephan Gabler, Benjamin Blankertz:
Images from the Mind: BCI image evolution based on RSVP of polygon primitives. CoRR abs/1411.3489 (2014) - [i1]Bastian Venthur, Benjamin Blankertz:
Wyrm, A Pythonic Toolbox for Brain-Computer Interfacing. CoRR abs/1412.6378 (2014) - 2013
- [c31]Siamac Fazli
Tutorial on multimodal neuroimaging for brain-computer interfacing. BCI 2013: 1-2 - [c30]Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli
Decoding cognitive brain states. BCI 2013: 16-18 - [c29]Seul-Ki Yeom, Siamac Fazli
Multimodal imaging technique for rapid response brain-computer interface feedback. BCI 2013: 92-94 - 2012
- [j28]Siamac Fazli
Enhanced performance by a hybrid NIRS-EEG brain computer interface. NeuroImage 59(1): 519-529 (2012) - [j27]Simon Scholler, Sebastian Bosse, Matthias Sebastian Treder, Benjamin Blankertz
Toward a Direct Measure of Video Quality Perception Using EEG. IEEE Trans. Image Process. 21(5): 2619-2629 (2012) - [c28]Bastian Venthur, Benjamin Blankertz:
Mushu, a free- and open source BCI signal acquisition, written in Python. EMBC 2012: 1786-1788 - [c27]Claudia Sannelli, Carmen Vidaurre
Common Spatial Pattern Patches: Online evaluation on BCI-naive users. EMBC 2012: 4744-4747 - [c26]Siamac Fazli
Using NIRS as a predictor for EEG-based BCI performance. EMBC 2012: 4911-4914 - 2011
- [j26]Carmen Vidaurre
Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces. Neural Comput. 23(3): 791-816 (2011) - [j25]Stefan Haufe
Large-scale EEG/MEG source localization with spatial flexibility. NeuroImage 54(2): 851-859 (2011) - [j24]Steven Lemm, Benjamin Blankertz, Thorsten Dickhaus
Introduction to machine learning for brain imaging. NeuroImage 56(2): 387-399 (2011) - [j23]Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe
Single-trial analysis and classification of ERP components - A tutorial. NeuroImage 56(2): 814-825 (2011) - [j22]Carmen Vidaurre
Toward Unsupervised Adaptation of LDA for Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 58(3): 587-597 (2011) - [c25]Anne K. Porbadnigk, Simon Scholler, Benjamin Blankertz, Arnd Ritz, Matthias Born, Robert Scholl, Klaus-Robert Müller
Revealing the neural response to imperceptible peripheral flicker with machine learning. EMBC 2011: 3692-3695 - [c24]Laura Acqualagna, Benjamin Blankertz
A gaze independent spelling based on rapid serial visual presentation. EMBC 2011: 4560-4563 - [c23]Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz
Performance optimization of ERP-based BCIs using dynamic stopping. EMBC 2011: 4580-4583 - 2010
- [j21]Bastian Venthur, Simon Scholler, John Williamson, Sven Dähne, Matthias Sebastian Treder, Maria T. Kramarek, Klaus-Robert Müller
Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience. Frontiers Neuroinformatics 4: 179 (2010) - [j20]Benjamin Blankertz, Claudia Sannelli, Sebastian Halder
Neurophysiological predictor of SMR-based BCI performance. NeuroImage 51(4): 1303-1309 (2010) - [c22]Carmen Vidaurre
Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy. HAIS (1) 2010: 413-420 - [c21]Bastian Venthur, Benjamin Blankertz, Manfred F. Gugler, Gabriel Curio
Novel applications of BCI technology: Psychophysiological optimization of working conditions in industry. SMC 2010: 417-421 - [c20]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: 481-487 - [p1]Siamac Fazli, Márton Danóczy, Florin Popescu, Benjamin Blankertz, Klaus-Robert Müller
Using Rest Class and Control Paradigms for Brain Computer Interfacing. Brain-Computer Interfaces 2010: 55-70
2000 – 2009
- 2009
- [j19]John Williamson, Roderick Murray-Smith
Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces. Int. J. Hum. Comput. Stud. 67(10): 827-841 (2009) - [j18]Siamac Fazli
Subject-independent mental state classification in single trials. Neural Networks 22(9): 1305-1312 (2009) - [j17]Carmen Vidaurre
Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces. Neural Networks 22(9): 1313-1319 (2009) - [c19]Siamac Fazli
Using Rest Class and Control Paradigms for Brain Computer Interfacing. IWANN (1) 2009: 651-665 - [c18]Motoaki Kawanabe, Carmen Vidaurre
A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification. IWANN (1) 2009: 674-682 - [c17]Siamac Fazli, Cristian Grozea, Márton Danóczy, Benjamin Blankertz, Florin Popescu, Klaus-Robert Müller:
Subject independent EEG-based BCI decoding. NIPS 2009: 513-521 - 2008
- [j16]Anton Nijholt
Brain-Computer Interfacing for Intelligent Systems. IEEE Intell. Syst. 23(3): 72-79 (2008) - [j15]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): 41-56 (2008) - [j14]Benjamin Blankertz, Florian Losch, Matthias Krauledat, Guido Dornhege, Gabriel Curio
The Berlin Brain-Computer Interface: Accurate Performance From First-Session in BCI-NaÏve Subjects. IEEE Trans. Biomed. Eng. 55(10): 2452-2462 (2008) - [c16]Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre, Klaus-Robert Müller:
Playing Pinball with non-invasive BCI. NIPS 2008: 1641-1648 - [c15]Benjamin Blankertz, Michael Tangermann
The Berlin Brain-Computer Interface. WCCI 2008: 79-101 - 2007
- [j13]Roman Krepki, Gabriel Curio
Berlin Brain-Computer Interface - The HCI communication channel for discovery. Int. J. Hum. Comput. Stud. 65(5): 460-477 (2007) - [j12]Roman Krepki, Benjamin Blankertz, Gabriel Curio
The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications. Multim. Tools Appl. 33(1): 73-90 (2007) - [j11]Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller
The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects. NeuroImage 37(2): 539-550 (2007) - [c14]Klaus-Robert Müller
Machine Learning and Applications for Brain-Computer Interfacing. HCI (8) 2007: 705-714 - [c13]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: 759-768 - [c12]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: 113-120 - 2006
- [j10]Benjamin Blankertz
The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States. J. Univers. Comput. Sci. 12(6): 581-607 (2006) - [j9]Klaus-Robert Müller
Toward noninvasive brain-computer interfaces. IEEE Signal Process. Mag. 23(5): 128-126 (2006) - [j8]Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio
Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing. IEEE Trans. Biomed. Eng. 53(11): 2274-2281 (2006) - [c11]Masashi Sugiyama, Benjamin Blankertz, Matthias Krauledat, Guido Dornhege, Klaus-Robert Müller
Importance-Weighted Cross-Validation for Covariate Shift. DAGM-Symposium 2006: 354-363 - [c10]Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Tangermann, Gabriel Curio
On-line Differentiation Of Neuroelectric Activities: Algorithms And applications. EMBC (Supplement) 2006: 6715-6719 - [c9]Matthias Krauledat, Michael Schröder, Benjamin Blankertz, Klaus-Robert Müller:
Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach. NIPS 2006: 753-760 - 2005
- [j7]Steven Lemm, Benjamin Blankertz, Gabriel Curio
Spatio-spectral filters for improving the classification of single trial EEG. IEEE Trans. Biomed. Eng. 52(9): 1541-1548 (2005) - [c8]Guido Dornhege, Benjamin Blankertz, Matthias Krauledat, Florian Losch, Gabriel Curio, Klaus-Robert Müller:
Optimizing spatio-temporal filters for improving Brain-Computer Interfacing. NIPS 2005: 315-322 - 2004
- [j6]Jens Kohlmorgen, Benjamin Blankertz:
Bayesian Classification of Single-Trial Event-Related Potentials in EEG. Int. J. Bifurc. Chaos 14(2): 719-726 (2004) - [j5]Guido Dornhege, Benjamin Blankertz, Gabriel Curio
Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms. IEEE Trans. Biomed. Eng. 51(6): 993-1002 (2004) - [j4]Thilo Hinterberger, Stefan Schmidt, Nicola Neumann
Brain-computer communication and slow cortical potentials. IEEE Trans. Biomed. Eng. 51(6): 1011-1018 (2004) - [j3]Benjamin Blankertz, Klaus-Robert Müller
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials. IEEE Trans. Biomed. Eng. 51(6): 1044-1051 (2004) - [j2]Gilles Blanchard, Benjamin Blankertz:
BCI competition 2003-data set IIa: spatial patterns of self-controlled brain rhythm modulations. IEEE Trans. Biomed. Eng. 51(6): 1062-1066 (2004) - 2003
- [c7]Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller:
Increase Information Transfer Rates in BCI by CSP Extension to Multi-class. NIPS 2003: 733-740 - 2002
- [c6]Benjamin Blankertz, Christin Schäfer, Guido Dornhege, Gabriel Curio
Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates. ICANN 2002: 1137-1143 - [c5]Jens Kohlmorgen, Benjamin Blankertz:
A Simple Generative Model for Single-Trial EEG Classification. ICANN 2002: 1156-1161 - [c4]Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller:
Combining Features for BCI. NIPS 2002: 1115-1122 - 2001
- [c3]Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer:
Constant Q Profiles for Tracking Modulations in Audio Data Format. ICMC 2001 - [c2]Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller:
Classifying Single Trial EEG: Towards Brain Computer Interfacing. NIPS 2001: 157-164 - 2000
- [c1]Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer:
A New Method for Tracking Modulations in Tonal Music in Audio Data Format. IJCNN (6) 2000: 270-278
1990 – 1999
- 1999
- [j1]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): 399-427 (1999)
Coauthor Index
[j36] [c49] [c46] [j34] [j33] [j32] [c34] [c32] [c31] [c30] [c29] [j28] [j27] [c27] [j26] [j25] [j24] [j23] [j22] [c25] [j21] [j20] [c22] [p1] [j19] [j18] [c19] [c18] [c17] [j16] [j15] [j14] [c16] [c15] [j13] [j12] [j11] [c14] [c13] [c12] [j10] [j9] [j8] [c11] [c10] [c9] [j7] [c8] [j5] [j3] [c7] [c4] [c2]
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