BBCI (TU Berlin - Charite - Fraunhofer FIRST) - Publications

Note that the PDFs available on this web page are the authors' draft versions of the respective papers.
The authoratative versions must be retrieved from the publisher.

2014

Journal papers

Dähne S, Meinecke FC, Haufe S, Höhne J, Tangermann M, Müller KR, Nikulin VV, SPoC: a novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters
Neuroimage, 86(0):111-122, 2014 [url]

Höhne J, Tangermann M, Towards User-Friendly Spelling with an Auditory Brain-Computer Interface: The CharStreamer Paradigm
PLoS ONE, Public Library of Science, 9(6):e98322, 2014 [url]

Höhne J, Holz EM, Staiger-Sälzer P, Müller KR, Kübler M, Motor Imagery for Severely Motor-Impaired Patients: Evidence for Brain-Computer Interfacing as Superior Control Solution
PLoS ONE, Public Library of Science, 9(8):e104854, 2014

Habermehl C, Steinbrink J, Müller KR, Haufe S, Optimizing the regularization for image reconstruction of cerebral diffuse optical tomography, In press
J Biomed Opt, 2014

Hammer EM, Kaufmann T, Kleih SC, Blankertz B, Kübler A, Visuo-motor coordination ability predicts performance with brain-computer interfaces controlled by modulation of sensorimotor rhythms (SMR)
Front Hum Neurosci, 8(574), 2014 [url]

Haufe S, Meinecke F, Görgen K, Dähne S, Haynes J, Blankertz B, Biessmann F, On the interpretation of weight vectors of linear models in multivariate neuroimaging
Neuroimage, 87:96-110, 2014 [url]

Haufe S, Kim J, Kim I, Sonnleitner A, Schrauf M, Curio G, Blankertz B, Electrophysiology-based detection of emergency braking intention in real-world driving
J Neural Eng, 11(5):056011, 2014 [url]

Kawanabe M, Samek W, Müller KR, Vidaurre C, Robust Common Spatial filters with a Maxmin Approach
Neural Computation, 26(2):1-28, 2014 [url]

Kim I, Kim J, Haufe S, Lee S, Detection of Braking Intention in Diverse Situations during Simulated Driving based on EEG Feature Combination, In press
J Neural Eng, 2014

Kindermans P, Tangermann M, Müller KR, Schrauwen B, Integrating dynamic stopping, transfer learning and language models in an adaptive zero-training ERP speller
J Neural Eng, 11(3):035005, 2014 [url]

Lorenz R, Pascual J, Blankertz B, Vidaurre C, Towards a holistic assessment of the user experience with hybrid BCIs
J Neural Eng, IOP Publishing, 11(3):035007, 2014 [url]

Martel A, Dähne S, Blankertz B, EEG Predictors of Covert Vigilant Attention
J Neural Eng, IOP Publishing, 11(3):035009, 2014 [url]

Samek W, Kawanabe M, Müller KR, Divergence-based Framework for Common Spatial Patterns Algorithms
IEEE Reviews in Biomedical Engineering, 7:50-72, 2014 [url]

Sonnleitner A, Treder MS, Simon M, Willmann S, Ewald A, Buchner A, Schrauf M, Analysis and Single-Trial Classification of EEG Alpha Spindles on rolonged Brake Reaction Times During Auditory Distraction in a Real Road-Driving Study
Accid Anal Prev, 62:110-118, 2014

Treder MS, Purwins H, Miklody D, Sturm I, Blankertz B, Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification
J Neural Eng, 11:026009, 2014 [url]

Conference papers

Höhne J, Blankertz B, Müller KR, Bartz D, Mean shrinkage improves the classification of ERP signals by exploiting additional label information
Proceedings of the 2014 International Workshop on Pattern Recognition in Neuroimaging, 2014 [pdf]

Samek W, Müller KR, Information Geometry meets BCI - Spatial filtering using divergences
Brain-Computer Interface (BCI), 2014 International Winter Workshop on, 2014

Samek W, Kawanabe M, Robust Common Spatial Patterns by Minimum Divergence Covariance Estimator
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on, 2014

2013

Journal papers

Acqualagna L, Blankertz B, Gaze-Independent BCI-Spelling Using Rapid Visual Serial Presentation (RSVP)
Clin Neurophysiol, 124(5):901-908, 2013 [url]

Dähne S, Biessman F, Meinecke FC, Mehnert J, Fazli S, Müller KR, Integration of Multivariate Data Streams With Bandpower Signals
IEEE Transactions on Multimedia, 15(5):1001-1013, 2013 [url]

Ewald A, Shabhazi F, Nolte G, Identifying causal networks of neuronal sources from EEG/MEG data with the phase slope index: a simulation study
Biomed Tech, 22:1 - 14, 2013

Küber A, Mattia D, Rupp R, Tangermann M, Facing the challenge: Bringing brain-computer interfaces to end-users
Artificial Intelligence in Medicine, 59(2):55-60, 2013

Porbadnigk AK, Treder MS, Blankertz B, Antons J, Schleicher R, Möller S, Curio G, Müller KR, Single-trial analysis of the neural correlates of speech quality perception
J Neural Eng, 10(5):056003, 2013

Samek W, Meinecke FC, Müller KR, Transferring Subspaces Between Subjects in Brain-Computer Interfacing
IEEE Trans Biomed Eng, 60(8):2289-2298, 2013

Schreuder M, Höhne J, Blankertz B, Haufe S, Dickhaus T, Tangermann M, Optimizing ERP Based BCI - a Systematic Evaluation of Dynamic Stopping Methods
J Neural Eng, 10(3):036025, 2013

Schreuder M, Riccio A, Risetti M, Dähne S, Ramsey A, Williamson J, Mattia D, Tangermann M, User-Centered Design in BCI - a Case Study
Artificial Intelligence in Medicine, 59(2):71-80, 2013 [url]

Vidaurre C, Pascual J, Ramos-Murguialday A, Lorenz R, Blankertz B, Birbaumer N, Müller KR, Neuromuscular electrical stimulation induced brain patterns to decode motor imagery
Clin Neurophysiol, 124(1):1824-1834, 2013 [url]

Book chapters

Samek W, Blythe D, Müller KR, Kawanabe M, Robust Spatial Filtering with Beta Divergence
Advances in Neural Information Processing Systems 26, 2013 [pdf] [url]

Conference papers

Acqualagna L, Treder MS, Blankertz B, Chroma Speller: Isotropic visual stimuli for truly gaze-independent spelling
Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on, 2013 [pdf] [url]

Holz EM, Zickler C, Riccio A, Höhne J, Cincotti F, Tangermann M, Halder S, Mattia D, Kübler A, Evaluation of Four Different BCI Prototypes by Severely Motor-Restricted End-Users
Proceedings of the Fifth International Brain-Computer Interface Meeting 2013, Verlag der Technischen Universität Graz, 2013 [pdf]

Müller-Putz GR, Schreuder M, Tangermann M, Leeb R, R. Millán J d, The hybrid Brain-Computer Interface: a bridge to assistive technology?
Proceedings BMT (Biomedizinische Technik) 2013 - Dreiländertagung der Deutschen, Schweizerischen und Österreichischen Gesellschaft für Biomedizinische Technik, Walter de Gruyter, 58(SI-1), 2013

Samek W, Binder A, Müller KR, Multiple Kernel Learning for Brain-Computer Interfacing
Conf Proc IEEE Eng Med Biol Soc (EMBC), 2013 [pdf] [url]

Tangermann M, Kindermans P, Schreuder M, Schrauwen B, Müller KR, Zero Training for BCI - Reality for BCI Systems Based on Event-Related Potentials
Proceedings BMT (Biomedizinische Technik) 2013 - Dreiländertagung der Deutschen, Schweizerischen und Österreichischen Gesellschaft für Biomedizinische Technik, Walter de Gruyter, 58(SI-1), 2013 [url]

Winkler I, Waldburger E, Haufe S, Tangermann M, On Classifying Artifactual Independent Components: Generalization Ability to Different Electrode Setups
Proceedings of the Fifth International Brain-Computer Interface Meeting 2013, Verlag der Technischen Universität Graz, 2013 [pdf]

2012

Journal papers

Erp J v, Lotte F, Tangermann M, Brain-Computer Interfaces for Non-Medical Applications: How to Move Forward
Computer, Published by the IEEE Computer Society, 2012 [pdf]

Ewald A, Marzetti L, Zappasodi F, Meinecke FC, Nolte G, Estimating true brain connectivity from EEG/MEG data invariant to linear and static transformations in sensor space
NeuroImage, 60(1):476 - 488, 2012 [url]

Fazli S, Mehnert J, Steinbrink J, Curio G, Villringer A, Müller KR, Blankertz B, Enhanced performance by a Hybrid NIRS-EEG Brain Computer Interface, open access
Neuroimage, 59(1):519-529, 2012 [url]

Fedele T, Scheer HJ, Waterstraat G, Telenczuk B, Burghoff M, Curio G, Towards non-invasive multi-unit spike recordings: Mapping 1kHz EEG signals over human somatosensory cortex, in press
Clin Neurophysiol, 2012 [url]

Höhne J, Krenzlin K, Dähne S, Tangermann M, Natural Stimuli improve Auditory BCIs with respect to Ergonomics and Performance
J Neural Eng, 9(4):045003, 2012 [pdf] [url]

Hammer EM, Halder S, Blankertz B, Sannelli C, Dickhaus T, Kleih S, Müller KR, Kübler A, Psychological predictors of SMR-BCI performance
Biol Psychol, 89(1):80-86, 2012 [url]

Haufe S, Nikulin VV, Müller KR, Nolte G, A critical assessment of connectivity measures for EEG data: a simulation study
Neuroimage, 64:120-133, 2012 [pdf] [url]

Maeder CL, Sannelli C, Haufe S, Blankertz B, Prestimulus sensorimotor rhythms influence brain-computer interface classification performance
IEEE Trans Neural Syst Rehabil Eng, 20:653-662, 2012 [url]

Onose G, Grozea C, Anghelescu A, Daia C, Sinescu C, Ciurea A, Spircu T, Mirea A, Andone I, Spânu A, Popescu C, Mihaescu S, Fazli S, Danoczy M, Popescu F, On the feasibility of using motor imagery EEG-based brain-computer interface in chronic tetraplegics for assistive robotic arm control: a clinical test and long-term post-trial follow-up, open access
Spinal Cord, Nature Publishing Group, 2012 [url]

Samek W, Vidaurre C, Müller KR, Kawanabe M, Stationary Common Spatial Patterns for Brain-Computer Interfacing
J Neural Eng, 9(2):026013, 2012 [url]

Schaeff S, Treder MS, Venthur B, Blankertz B, Exploring motion VEPs for gaze-independent communication
J Neural Eng, 9(4):045006, 2012 [pdf] [url]

Schmidt NM, Blankertz B, Treder MS, Online detection of error-related potentials boosts the performance of mental typewriters
BMC Neurosci, 13:19, 2012 [url]

Scholler S, Bosse S, Treder MS, Blankertz B, Curio G, Müller KR, Wiegand T, Towards a Direct Measure of Video Quality Perception using EEG
IEEE Trans Image Process, 21(5):2619-2629, 2012 [pdf] [url]

Tangermann M, Müller KR, Aertsen A, Birbaumer N, Braun C, Brunner C, Leeb R, Mehring C, Miller K, Müller-Putz G, Nolte G, Pfurtscheller G, Preissl H, Schalk G, Schlögl A, Vidaurre C, Waldert S, Blankertz B, Review of the BCI Competition IV
Front Neuroscience, 6(55), 2012 [url]

Thurlings ME, Erp JBv, Brouwer A, Blankertz B, Werkhoven P, Control-Display Mapping in Brain-Computer Interfaces
Ergonomics, 55(5):564-580, 2012 [pdf] [url]

Thurlings ME, Brouwer AM, Erp JBV, Blankertz B, Werkhoven PJ, Does bimodal stimulus presentation increase ERP components usable in BCIs?
J Neural Eng, 9(4):045005, 2012 [url]

Treder MS, Special section on gaze-independent brain-computer interfaces (Editorial)
J Neural Eng, 9(4):040201, 2012

Waterstraat G, Telenczuk B, Burghoff M, Fedele T, Scheer HJ, Curio G, Are high-frequency (600Hz) oscillations in human somatosensory evoked potentials due to phase-resetting phenomena?, in press
Clin Neurophysiol, 2012 [url]

Book chapters

Blankertz B, Tangermann M, Müller KR, BCI applications for the general population
Brain-Computer Interfaces - Principles and Practice, Oxford University Press, 2012

Haufe S, Nikulin V, Nolte G, Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses, 10.1007/978-3-642-28551-6_4
Latent Variable Analysis and Signal Separation, Springer Berlin / Heidelberg, 7191:25-33, 2012 [pdf] [url]

Quek M, Höhne J, Murray-Smith R, Tangermann M, Designing future BCIs: Beyond the bit rate
Towards Practical Brain-Computer Interfaces, Springer, 2012

Conference papers

Fazli S, Mehnert J, Steinbrink J, Blankertz B, Using NIRS as a predictor for EEG-based BCI performance
Conf Proc IEEE Eng Med Biol Soc, 2012:4911-4914, 2012 [pdf]

Höhne J, Tangermann M, How stimulation speed affects Event-Related Potentials and BCI performance
Conf Proc IEEE Eng Med Biol Soc, 2012:1802-1805, 2012 [pdf]

Samek W, Müller KR, Kawanabe M, Vidaurre C, Brain-Computer Interfacing in Discriminative and Stationary Subspaces
Conf Proc IEEE Eng Med Biol Soc (EMBC), 2012 [url]

Sannelli C, Vidaurre C, Müller KR, Blankertz B, Common Spatial Pattern Patches: online evaluation on naive users
Conf Proc IEEE Eng Med Biol Soc, 2012, 2012 [pdf]

Schreuder M, Thurlings ME, Brouwer A, Erp JBv, Tangermann M, Exploring the use of direct feedback in ERP-based BCI
Conf Proc IEEE Eng Med Biol Soc, 2012:6707-6710, 2012

Tangermann M, Höhne J, Stecher H, Schreuder M, No Surprise - Fixed Sequence Event-Related Potentials for Brain-Computer Interfaces
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, 2012 [pdf]

Venthur B, Blankertz B, Mushu, a free- and open source BCI signal acquisition, written in Python
Conf Proc IEEE Eng Med Biol Soc, 2012, 2012 [pdf]

2011

Journal papers

Bayraktaroglu Z, Carlowitz-Ghori K v, Losch F, Nolte G, Curio G, Nikulin VV, Optimal imaging of cortico-muscular coherence through a novel regression technique based on multi-channel EEG and un-rectified EMG
Neuroimage, 57:1059-1067, 2011 [url]

Blankertz B, Lemm S, Treder MS, Haufe S, Müller KR, Single-trial analysis and classification of ERP components - a tutorial
Neuroimage, 56:814-825, 2011 [pdf] [url]

Boland D, Quek M, Tangermann M, Williamson J, Murray-Smith R, Using Simulated Input into Brain-Computer Interfaces for User-Centred Design
Int J Bioelectromagnetism, 13(2):86-87, 2011 [url]

Carlowitz-Ghori KMv, Hohlefeld FU, Bayraktaroglu Z, Curio G, Nikulin VV, Effect of complete stimulus predictability on P3 and N2 components: an electroencephalographic study
Neuroreport, 22:459-463, 2011 [url]

Dähne S, Müller KR, , Tangermann M, Slow Feature Analysis as a Potential Preprocessing Tool in BCI
Int J Bioelectromagnetism, 13(2):100-101, 2011 [url]

Fazli S, Danóczy M, Schelldorfer J, Müller KR, L1-penalized Linear Mixed-Effects Models for high dimensional data with application to BCI
Neuroimage, 56(4):2100 - 2108, 2011 [pdf] [url]

Grozea C, Voinescu C, Fazli S, Bristle-sensors - Low-cost Flexible Passive Dry EEG Electrodes for Neurofeedback and BCI Applications
J Neural Eng, 8:025008, 2011 [pdf]

Höhne J, Schreuder M, Blankertz B, Müller KR, Tangermann M, Novel Paradigms for Auditory ERP Spellers with Spatial Hearing: Two Online Studies
Int J Bioelectromagnetism, 13(2):96-97, 2011 [url]

Höhne J, Schreuder M, Blankertz B, Tangermann M, A novel 9-class auditory ERP paradigm driving a predictive text entry system
Front Neuroscience, 5:99, 2011 [url]

Haufe S, Treder MS, Gugler MF, Sagebaum M, Curio G, Blankertz B, EEG potentials predict upcoming emergency brakings during simulated driving
J Neural Eng, 8:056001, 2011 [url]

Haufe S, Tomioka R, Dickhaus T, Sannelli C, Blankertz B, Nolte G, Müller KR, Large-Scale EEG/MEG Source Localization with Spatial Flexibility
Neuroimage, 54:851-859, 2011 [pdf] [url]

Hohlefeld FU, Nikulin VV, Curio G, Visual stimuli evoke rapid activation (120 ms) of sensorimotor cortex for overt but not for covert movements
Brain Res, 1368:185-195, 2011 [url]

Hohlefeld FU, Nikulin VV, Curio G, Covert movements trigger repetition suppression of electroencephalography in sensorimotor cortex
Neuroreport, 22:141-145, 2011 [url]

Kleih S, Riccio A, Mattia D, Schreuder M, Tangermann M, Zickler C, Kübler A, Motivation affects performance in a P300-Brain-Computer Interface
Int J Bioelectromagnetism, 13(1):46-47, 2011 [url]

Lemm S, Blankertz B, Dickhaus T, Müller KR, Introduction to machine learning for brain imaging
Neuroimage, 56:387-399, 2011 [pdf] [url]

Müller-Putz GR, Breitwieser C, Cincotti F, Leeb R, Schreuder M, Leotta F, Tavella M, Bianchi L, Kreilinger A, Ramsay A, Rohm M, Sagebaum M, Tonin L, Neuper C, R. Millán J d, Tools for Brain-Computer Interaction: a general concept for a hybrid BCI (hBCI)
Front Neuroinformatics, 5(0), 2011 [url]

Müller-Putz GR, Breitwieser C, Tangermann M, Schreuder M, Tavella M, Leeb R, Cincotti F, Leotta F, Neuper C, Tobi hybrid BCI: principle of a new assistive method
Int J Bioelectromagnetism, 13(3):144-145, 2011 [url]

Nikulin VV, Nolte G, Curio G, A novel method for reliable and fast extraction of neuronal EEG/MEG oscillations on the basis of spatio-spectral decomposition
Neuroimage, 55:1528-1535, 2011 [url]

Sannelli C, Vidaurre C, Müller KR, Blankertz B, Common Spatial Pattern Patches - an Optimized Filter Ensemble for Adaptive Brain-Computer Interfaces
J Neural Eng, 8(2):025012 (7pp), 2011 [url]

Scheer HJ, Fedele T, Curio G, Burghoff M, Extension of non-invasive EEG into the kHz range for evoked thalamocortical activity by means of very low noise amplifiers
Physiol Meas, 32(12):N73-79, 2011 [url]

Schreuder M, Riccio A, Cincotti F, Risetti M, Blankertz B, Tangermann M, Mattia D, Putting AMUSE to work: an end-user study
Int J Bioelectromagnetism, 13(3):139-140, 2011 [url]

Schreuder M, Rost T, Tangermann M, Listen, you are writing! Speeding up online spelling with a dynamic auditory BCI
Front Neuroscience, 5(112), 2011 [url]

Stepien M, Conradi J, Waterstraat G, Hohlefeld FU, Curio G, Nikulin VV, Event-related desynchronization of sensorimotor EEG rhythms in hemiparetic patients with acute stroke
Neurosci Lett, 488:17-21, 2011 [url]

Tangermann M, Schreuder M, Dähne S, Höhne J, Regler S, Ramsay A, Quek M, Williamson J, Murray-Smith R, Optimized Stimulation Events for a Visual ERP BCI
Int J Bioelectromagnetism, 13(3):119-120, 2011 [url]

Treder MS, Bahramisharif A, Schmidt NM, Gerven M v, Blankertz B, Brain-Computer Interfacing using Modulations of Alpha Activity Induced by Covert Shifts of Attention
J Neuroeng Rehabil, 8:24, 2011 [url]

Treder MS, Schmidt NM, Blankertz B, Gaze-independent visual brain-computer interfaces, Open Access
Int J Bioelectromagnetism, 13(1):11-12, 2011 [url]

Treder MS, Schmidt NM, Blankertz B, Gaze-independent brain-computer interfaces based on covert attention and feature attention, Open Access
J Neural Eng, 8(6):066003, 2011 [url]

Vidaurre C, Sannelli C, Müller KR, Blankertz B, Co-adaptive calibration to improve BCI efficiency
J Neural Eng, 8(2):025009 (8pp), 2011 [url]

Vidaurre C, Sannelli C, Müller KR, Blankertz B, Machine-Learning Based Co-adaptive Calibration
Neural Comput, 23(3):791-816, 2011 [pdf] [url]

Vidaurre C, Kawanabe M, Bünau P v, Blankertz B, Müller KR, Toward Unsupervised Adaptation of LDA for Brain-Computer Interfaces
IEEE Trans Biomed Eng, 58(3):587 -597, 2011 [url]

Winkler I, Tangermann M, Artifact-Insensitivity of CSP in Motor Imagery BCI
Int J Bioelectromagnetism, 13(2):72-73, 2011 [url]

Winkler I, Haufe S, Tangermann M, Automatic Classification of Artifactual ICA-Components for Artifact Removal in EEG Signals
Behav Brain Funct, 7(1):30, 2011 [url]

Book chapters

Fazli S, Danóczy M, Schelldorfer J, Müller KR, $ll_1$-Penalized Linear Mixed-Effects Models for BCI
Artificial Neural Networks and Machine Learning-ICANN 2011, Springer-Verlag, 2011

Samek W, Kawanabe M, Vidaurre C, Group-wise Stationary Subspace Analysis - A novel method for studying non-stationarities
Proc. 5th Int. BCI Conf. Graz, Verlag der Technischen Universität Graz, 2011

Wojcikiewicz W, Vidaurre C, Kawanabe M, Improving Classification Performance of BCIs by Using Stationary Common Spatial Patterns and Unsupervised Bias Adaptation
Hybrid Artificial Intelligent Systems, Springer Berlin / Heidelberg, 6679:34-41, 2011 [url]

Conference papers

Acqualagna L, Blankertz B, A gaze independent speller based on rapid serial visual presentation
Conf Proc IEEE Eng Med Biol Soc, 2011:4560-4563, 2011 [pdf]

Arndt S, Antons J, Schleicher R, Moller S, Scholler S, Curio G, A Physiological Approach to Determine Video Quality
2011 IEEE International Symposium on Multimedia (ISM), 2011 [url]

Blythe D, Samek W, Müller KR, Stationary Linear Discriminant Analysis - Classifying Non-Stationary Features in Brain-Computer Interfacing, Conference Abstract: Bernstein Conference on Computational Neuroscience (BCCN '11)
Frontiers in Neuroscience, 2011 [url]

Cho W, Vidaurre C, Hoffman U, Birbaumer N, Ramos-Murguialday A, Afferent and efferent activity control in the design of brain computer interfaces for motor rehabilitation
Conf Proc IEEE Eng Med Biol Soc, 2011:7310-7315, 2011 [url]

Dähne S, Höhne J, Tangermann M, Adaptive Classification Improves Control Performance In ERP-Based BCIs
Proceedings of the 5th International BCI Conference, 2011 [url]

Dähne S, Höhne J, Schreuder M, Tangermann M, Band Power Features Correlate With Performance In Auditory Brain-Computer Interface
Front. Hum. Neurosci. Conference Abstract: XI International Conference on Cognitive Neuroscience (ICON XI), 2011 [url]

Dähne S, Höhne J, Schreuder M, Tangermann M, Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces
Artificial Neural Networks and Machine Learning - ICANN 2011, Springer Berlin / Heidelberg, 6791:36-43, 2011 [url]

Höhne J, Tangermann M, Natural stimuli for auditory BCI
Neurosc Let, 500(Supplement 1):e11, 2011 [pdf] [url]

Höhne J, Tangermann M, Stimulation Speed Boosts Auditory BCI Performance
Proc. 5th Int. BCI Conf. Graz, Verlag der Technischen Universität Graz, 2011 [url]

Pascual J, Ramos A, Vidaurre C, Classifying motor imagery with FES induced EEG patterns
Neurosci Lett, 500(Supplement 1):e48, 2011 [url]

Porbadnigk AK, Scholler S, Blankertz B, Ritz A, Born M, Scholl R, Müller KR, Curio G, Treder MS, Revealing the Neural Response to Imperceptible Peripheral Flicker with Machine Learning
Conf Proc IEEE Eng Med Biol Soc, 2011:3692-3695, 2011 [pdf]

Porbadnigk AK, Antons J, Treder MS, Blankertz B, Schleicher R, Moeller S, Curio G, ERP assessment of word processing under broadcast bit rate limitations
Neurosci Lett, 500, suppl. 1:e49, 2011 [pdf] [url]

Schaeff S, Treder MS, Venthur B, Blankertz B, Motion-based ERP spellers in a covert attention paradigm
Neurosci Lett, 500(Supplement 1):e11, 2011 [pdf] [url]

Schmidt N, Blankertz B, Treder MS, Online detection of error potentials increases information throughput in a brain-computer interface
Neurosci Lett, 500(Supplement 1):e19 - e20, 2011 [url]

Schreuder M, Höhne J, Treder MS, Blankertz B, Tangermann M, Performance Optimization of ERP-Based BCIs Using Dynamic Stopping
Conf Proc IEEE Eng Med Biol Soc, 2011 [pdf]

Tangermann M, Höhne J, Schreuder M, Sagebaum M, Blankertz B, Ramsay A, Murray-Smith R, Data Driven Neuroergonomic Optimization of BCI Stimuli
Proc. 5th Int. BCI Conf. Graz, 2011

Wojcikiewicz W, Vidaurre C, Kawanabe M, Stationary Common Spatial Patterns: Towards robust classification of non-stationary EEG signals
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, 2011 [url]

PhD theses

Biessmann F, Data-driven analysis for multimodal neuroimaging
Berlin Institute of Technology, 2011 [url]

Fazli S, Advances in Neurotechnology for Brain Computer Interfaces
Technische Universität Berlin, Fakultät IV - Elektrotechnik und Informatik, 2011 [pdf]

Haufe S, Towards EEG source connectivity analysis
Berlin Institute of Technology, 2011 [pdf] [url]

2010

Journal papers

Blankertz B, Tangermann M, Vidaurre C, Fazli S, Sannelli C, Haufe S, Maeder C, Ramsey LE, Sturm I, Curio G, Müller KR, The Berlin Brain-Computer Interface: Non-Medical Uses of BCI Technology, Open Access
Front Neuroscience, 4:198, 2010 [url]

Blankertz B, Sannelli C, Halder S, Hammer EM, Kübler A, Müller KR, Curio G, Dickhaus T, Neurophysiological Predictor of SMR-Based BCI Performance
Neuroimage, 51(4):1303-1309, 2010 [pdf] [url]

Haufe S, Nolte G, Müller KR, Krämer N, Sparse Causal Discovery in Multivariate Time Series
JMLR W&CP, 6:97-106, 2010 [pdf]

Haufe S, Tomioka R, Nolte G, Müller KR, Kawanabe M, Modeling sparse connectivity between underlying brain sources for EEG/MEG
IEEE Trans Biomed Eng, 57(8):1954 - 1963, 2010 [pdf] [url]

Nikulin VV, Kegeles J, Curio G, Miniaturized electroencephalographic scalp electrode for optimal wearing comfort
Clin Neurophysiol, 121:1007-1014, 2010 [url]

Nikulin VV, Linkenkaer-Hansen K, Nolte G, Curio G, Non-zero mean and asymmetry of neuronal oscillations have different implications for evoked responses.
Clin Neurophysiol, 121(2):186-93, 2010 [url]

Nolte G, Müller KR, Localizing and estimating causal relations of interacting brain rhythms, Open Access
Front Hum Neurosci, 4:209, 2010 [url]

R. Millán J d, Rupp R, Müller-Putz G, Murray-Smith R, Giugliemma C, Tangermann M, Vidaurre C, Cincotti F, Kübler A, Leeb R, Neuper C, Müller KR, Mattia D, Combining Brain-Computer Interfaces and Assistive Technologies: State-of-the-Art and Challenges
Frontiers in Neuroprosthetics, 4, 2010 [url]

Sannelli C, Dickhaus T, Halder S, Hammer EM, Müller KR, Blankertz B, On optimal channel configurations for SMR-based brain-computer interfaces
Brain Topogr, 23(2):186-193, 2010 [pdf] [url]

Schreuder M, Blankertz B, Tangermann M, A New Auditory Multi-class Brain-Computer Interface Paradigm: Spatial Hearing as an Informative Cue
PLoS ONE, 5(4):e9813, 2010 [url]

Telenczuk B, Nikulin VV, Curio G, Role of neuronal synchrony in the generation of evoked EEG/MEG responses
J Neurophysiol, 2010 [url]

Tomioka R, Müller KR, A regularized discriminative framework for EEG analysis with application to brain-computer interface
Neuroimage, 49:415-432, 2010 [url]

Treder MS, Blankertz B, (C)overt attention and visual speller design in an ERP-based brain-computer interface
Behav Brain Funct, 6:28, 2010 [url]

Venthur B, Scholler S, Williamson J, Dähne S, Treder MS, Kramarek MT, Müller KR, Blankertz B, Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience
Front Neuroscience, 4:179, 2010 [url]

Vidaurre C, Blankertz B, Towards a Cure for BCI Illiteracy, Open Access
Brain Topogr, 23:194-198, 2010 [url]

Zwolinski P, Roszkowski M, Zygierewicz J, Haufe S, Nolte G, Durka PJ, Open database of epileptic EEG with MRI and postoperational assessment of foci - a real world verification for the EEG inverse solutions
Neuroinformatics, 8:285-299, 2010 [pdf] [url]

Book chapters

Blankertz B, Tangermann M, Vidaurre C, Dickhaus T, Sannelli C, Popescu F, Fazli S, Danóczy M, Curio G, Müller KR, Detecting Mental States by Machine Learning Techniques: The Berlin Brain-Computer Interface
Brain-Computer Interfaces (Revolutionizing Human-Computer Interaction), Springer, 2010 [url]

Ewald A, Ziehe A, Shahbazi F, Nolte G, Exploiting Prior Neurophysiological Knowledge to Improve Brain Computer Interface Performance
17th International Conference on Biomagnetism Advances in Biomagnetism - Biomag2010, Springer Berlin Heidelberg, 28:370-373, 2010 [url]

Nolte G, Ziehe A, Krämer N, Popescu F, Müller KR, Comparison of Granger Causality and Phase Slope Index
Causality: Objectives and Assessment, 6:267-276, 2010 [url]

Schlögl A, Vidaurre C, Müller KR, Adaptive Methods in BCI Research - An Introductory Tutorial
Brain-Computer Interfaces, Springer, 2010 [url]

Shahbazi F, Ewald A, Ziehe A, Nolte G, Constructing Surrogate Data to Control for Artifacts of Volume Conduction for Functional Connectivity Measures
17th International Conference on Biomagnetism Advances in Biomagnetism - Biomag2010, Springer Berlin Heidelberg, 28:207-210, 2010 [url]

Conference papers

Acqualagna L, Treder MS, Schreuder M, Blankertz B, A novel brain-computer interface based on the rapid serial visual presentation paradigm
Conf Proc IEEE Eng Med Biol Soc, 2010:2686-2689, 2010 [pdf] [url]

Höhne J, Schreuder M, Blankertz B, Tangermann M, Two-dimensional auditory P300 Speller with predictive text system
Conf Proc IEEE Eng Med Biol Soc, 2010:4185-4188, 2010 [pdf] [url]

Höhne J, Schreuder M, Blankertz B, Mueller KR, Tangermann M, Novel paradigms for auditory P300 Spellers with spatial hearing: two online studies, Conference Abstract: Bernstein Conference on Computational Neuroscience 2010
Front Comput Neurosci, 2010 [url]

Haufe S, Tomioka R, Nolte G, Müller KR, Kawanabe M, Modeling the Connectivity of Neural Ensembles Underlying EEG/MEG, Conference Abstract: Bernstein Conference on Computational Neuroscience 2010
Front Comput Neurosci, 2010 [url]

Haufe S, Treder MS, Gugler MF, Sagebaum M, Ewald A, Curio G, Blankertz B, Neural Signatures Enhance Emergency Braking Intention Detection during Simulated Driving, Conference Abstract: Bernstein Conference on Computational Neuroscience 2010
Front Comput Neurosci, 2010 [url]

Haufe S, Tomioka R, Dickhaus T, Sannelli C, Blankertz B, Nolte G, Müller KR, Localization of class-related mu-rhythm desynchronization in motor imagery based Brain-Computer Interface sessions
Conf Proc IEEE Eng Med Biol Soc, 2010:5137-5140, 2010 [pdf] [url]

Kawanabe M, Pascual J, Vidaurre C, Investigation of Non-stationarity in Brain Activity via Robust Principal Component Analysis
Bernstein Conference on Computational Neuroscience, 2010 [url]

Porbadnigk AK, Antons J, Blankertz B, Treder MS, Schleicher R, Möller S, Curio G, Using ERPs for Assessing the (Sub)Conscious Perception of Noise
Conf Proc IEEE Eng Med Biol Soc, 2010:2690-2693, 2010 [pdf] [url]

Porbadnigk A, Antons J, Blankertz B, Treder MS, Schleicher R, Möller S, Curio G, Assessing the (Sub)Conscious Processing of Noise based on ERPs, Conference Abstract: Bernstein Conference on Computational Neuroscience 2010
Front Comput Neurosci, 2010 [url]

Sannelli C, Vidaurre C, Müller KR, Blankertz B, Common Spatial Pattern Patches - an Optimized Filter Ensemble for Adaptive Brain-Computer Interfaces
Conf Proc IEEE Eng Med Biol Soc, 2010:4351-4354, 2010 [pdf] [url]

Sannelli C, Vidaurre C, Müller KR, Blankertz B, Common Spatial Pattern Patches - an Optimized Spatial Filter for Adaptive BCIs, Conference Abstract: Bernstein Conference on Computational Neuroscience 2010
Front Comput Neurosci, 2010 [url]

Schmidt NM, Blankertz B, Treder MS, Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs, Conference Abstract: Bernstein Conference on Computational Neuroscience 2010
Front Comput Neurosci, 2010 [url]

Schmidt NM, Blankertz B, Treder MS, Alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs
Proceedings of the 2010 IEEE Conference on Systems, Man and Cybernetics (SMC2010), 2010 [pdf] [url]

Treder MS, Schmidt NM, Blankertz B, Towards gaze-independent visual brain-computer interfaces, Conference Abstract: Bernstein Conference on Computational Neuroscience 2010
Front Comput Neurosci, 2010 [url]

Venthur B, Blankertz B, Gugler MF, Curio G, Novel Applications of BCI Technology: Psychophysiological Optimization of Working Conditions in Industry
Proceedings of the 2010 IEEE Conference on Systems, Man and Cybernetics (SMC2010), 2010 [url]

Wojcikiewicz W, Vidaurre C, Kawanabe M, Stationary Common Spatial Patterns for non-stationary EEG data, Conference Abstract: Bernstein Conference on Computational Neuroscience (BCCN '10)
Frontiers in Neuroscience, 2010 [url]

2009

Journal papers

Conradi J, Blankertz B, Tangermann M, Kunzmann V, Curio G, Brain-Computer Interfacing in Tetraplegic Patients with High Spinal Cord Injury
Int J Bioelectromagnetism, 11(2):65-68, 2009 [pdf] [url]

Fazli S, Popescu F, Danóczy M, Blankertz B, Müller KR, Grozea C, Subject-independent mental state classification in single trials
Neural Netw, 22(9):1305-1312, 2009 [url]

Lemm S, Müller KR, Curio G, A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization
PLoS Comput Biol, Public Library of Science, 5(8), 2009 [url]

Sannelli C, Braun M, Müller KR, Improving BCI performance by task-related trial pruning
Neural Networks, 22:1295-1304, 2009 [url]

Schreuder M, Tangermann M, Blankertz B, Initial results of a high-speed spatial auditory BCI
Int J Bioelectromagnetism, 11(2):105-109, 2009 [pdf] [url]

Schubert R, Haufe S, Blankenburg F, Villringer A, Curio G, Now you'll feel it - now you won't: EEG rhythms predict the effectiveness of perceptual masking
J Cogn Neurosci, 21(12):2407-2419, 2009 [url]

Tangermann M, Winkler I, Haufe S, Blankertz B, Classification of Artifactual ICA Components
Int J Bioelectromagnetism, 11(2):110-114, 2009 [pdf] [url]

Vidaurre C, Krämer N, Blankertz B, Schlögl A, Time Domain Parameters as a feature for EEG-based Brain Computer Interfaces
Neural Networks, 22:1313-1319, 2009 [url]

Williamson J, Murray-Smith R, Blankertz B, Krauledat M, Müller KR, Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces
Int J Hum Comput Stud, 67(10):827-841, 2009 [url]

Book chapters

Fazli S, Grozea C, Danóczy M, Blankertz B, Popescu F, Müller K, Subject independent EEG-based BCI decoding
Advances in Neural Information Processing Systems 22, 2009

Conference papers

Blankertz B, Müller KR, Curio G, Neuronal Correlates of Emotions in Human-Machine Interaction, Eighteenth Annual Computational Neuroscience Meeting: CNS*2009
BMC Neuroscience 2009, 10:(Suppl 1):P80, 2009 [url]

Blankertz B, Vidaurre C, Towards a Cure for BCI Illiteracy: Machine-Learning Based Co-adaptive Learning, Eighteenth Annual Computational Neuroscience Meeting: CNS*2009
BMC Neuroscience 2009, 10:(Suppl 1):P85, 2009 [url]

Blankertz B, Sannelli C, Halder S, Hammer E, Kübler A, Müller KR, Curio G, Dickhaus T, Predicting BCI Performance to Study BCI Illiteracy
7th NFSI & ICBEM 2009, 2009 [pdf]

Dickhaus T, Sannelli C, Müller KR, Curio G, Blankertz B, Predicting BCI Performance to Study BCI Illiteracy, Eighteenth Annual Computational Neuroscience Meeting: CNS*2009
BMC Neuroscience 2009, 10:(Suppl 1):P84, 2009 [url]

Durka P, Roszkowski M, Zygierewicz J, Haufe S, Nolte G, Zwolinski P, An open database of EEG data from child epilepsy with postoperational foci localization at eeg.pl/epi, Conference Abstract: Neuroinformatics 2009
Frontiers in Neuroscience, 2009 [url]

Kawanabe M, Vidaurre C, Schoeller S, Blankertz B, Mueller KR, Robust Common Spatial Filters with a Maxmin Approach
EMBS-Conference, 2009

Kawanabe M, Vidaurre C, Blankertz B, Müller KR, A maxmin approach to optimize spatial filters for EEG single-trial classification
Proceedings of IWANN 09, Part I, LNCS, 2009 [pdf]

Kawanabe M, Vidaurre C, Improving BCI Performance by Modified Common Spatial Patterns with Robustly Averaged Covariance Matrices
WC2009, 2009

Ramsey L, Tangermann M, Haufe S, Blankertz B, Practicing fast-decision BCI using a "goalkeeper" paradigm, Eighteenth Annual Computational Neuroscience Meeting: CNS*2009
BMC Neuroscience 2009, 10:(Suppl 1):P69, 2009 [pdf] [url]

Tangermann M, Krauledat M, Grzeska K, Sagebaum M, Blankertz B, Vidaurre C, Müller KR, Playing Pinball with non-invasive BCI
Advances in Neural Information Processing Systems 21, December 8-11, 2008, MIT Press, 2009 [pdf]

2008

Journal papers

Blankertz B, Tomioka R, Lemm S, Kawanabe M, Müller KR, Optimizing Spatial Filters for Robust EEG Single-Trial Analysis
IEEE Signal Process Mag, 25(1):41-56, 2008 [pdf] [url]

Blankertz B, Losch F, Krauledat M, Dornhege G, Curio G, Müller KR, The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects
IEEE Trans Biomed Eng, 55(10):2452-2462, 2008 [pdf] [url]

Haufe S, Nikulin VV, Ziehe A, Müller KR, Nolte G, Combining sparsity and rotational invariance in EEG/MEG source reconstruction
Neuroimage, 42(2):726-738, 2008 [pdf] [url]

Krauledat M, Tangermann M, Blankertz B, Müller KR, Towards Zero Training for Brain-Computer Interfacing
PLoS ONE, Public Library of Science, 3(8):e2967, 2008 [pdf] [url]

Müller KR, Tangermann M, Dornhege G, Krauledat M, Curio G, Blankertz B, Machine learning for real-time single-trial EEG-analysis: From brain-computer interfacing to mental state monitoring
J Neurosci Methods, 167(1):82-90, 2008 [pdf] [url]

Nijholt A, Tan D, Pfurtscheller G, Brunner C, Millán J, Allison B, Grainmann B, Popescu F, Blankertz B, Müller KR, Brain-Computer Interfacing for Intelligent Systems
IEEE Intelligent Systems, 23(3):72-79, 2008 [pdf] [url]

Nikulin VV, Hohlefeld FU, Jacobs AM, Curio G, Quasi-movements: A novel motor-cognitive phenomenon
Neuropsychologia, 46(2):727-742, 2008 [url]

Nikulin VV, Marzinzik F, Wahl M, Schneider GH, Kupsch A, Curio G, Klostermann F, Anticipatory activity in the human thalamus is predictive of reaction times
Neuroscience, 155:1275-1283, 2008 [url]

Book chapters

Blankertz B, Kawanabe M, Tomioka R, Hohlefeld F, Nikulin V, Müller KR, Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
Advances in Neural Information Processing Systems 20, MIT Press, 2008 [pdf]

Blankertz B, Tangermann M, Popescu F, Krauledat M, Fazli S, Danóczy M, Curio G, Müller KR, The Berlin Brain-Computer Interface
WCCI 2008 Plenary/Invited Lectures, Springer, 5050:79-101, 2008 [pdf] [url]

Haufe S, Nikulin VV, Ziehe A, Müller KR, Nolte G, Estimating vector fields using sparse basis field expansions
Advances in Neural Information Processing Systems 21, MIT Press, 2008 [pdf]

Conference papers

Fazli S, Danóczy M, Kawanabe M, Popescu F, Asynchronous, adaptive BCI using movement imagination training and rest-state inference
IASTED's Proceedings on Artificial Intelligence and Applications 2008, 2008 [url]

Schubert R, Tangermann M, Haufe S, Sannelli C, Simon M, Schmidt EA, Kincses WE, Curio G, Parieto-occipital alpha power indexes distraction during simulated car driving, Abstracts of the 14th World Congress of Psychophysiology
International Journal of Psychophysiology, 69(3), 2008 [pdf] [url]

Vidaurre C, Schlögl A, Comparison of adaptive features with linear discriminant classifier for Brain Computer Interfaces
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2008, 2008

PhD theses

Krauledat M, Analysis of Nonstationarities in EEG signals for improving Brain-Computer Interface performance
Technische Universität Berlin, Fakultät IV - Elektrotechnik und Informatik, 2008 [pdf]

2007

Books

Dornhege G, R. Millán J d, Hinterberger T, McFarland D, Müller K, Toward Brain-Computer Interfacing
MIT Press, 2007

Journal papers

Blankertz B, Dornhege G, Krauledat M, Müller KR, Curio G, The non-invasive Berlin Brain-Computer Interface: Fast Acquisition of Effective Performance in Untrained Subjects
Neuroimage, 37(2):539-550, 2007 [pdf] [url]

Krauledat M, Dornhege G, Blankertz B, Müller KR, Robustifying EEG data analysis by removing outliers
Chaos and Complexity Letters, 2(3):259-274, 2007 [pdf]

Krepki R, Blankertz B, Curio G, Müller KR, The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for online control in gaming applications
Journal of Multimedia Tools and Applications, 33(1):73-90, 2007 [pdf] [url]

Krepki R, Curio G, Blankertz B, Müller KR, Berlin Brain-Computer Interface - the HCI Communication Channel for Discovery, Special Issue on Ambient Intelligence
Int J Hum Comp Studies, 65:460-477, 2007 [pdf]

Nikulin VV, Linkenkaer-Hansen K, Nolte G, Lemm S, Müller KR, Ilmoniemi RJ, Curio G, A novel mechanism for evoked responses in human brain
Eur J Neurosci, 25:3146-54, 2007 [pdf]

Popescu F, Fazli S, Badower Y, Blankertz B, Müller KR, Single Trial Classification of Motor Imagination Using 6 Dry EEG Electrodes
PLoS ONE, 2(7), 2007 [pdf] [url]

Sugiyama M, Krauledat M, Müller KR, Covariate Shift Adaptation by Importance Weighted Cross Validation
Journal of Machine Learning Research, 8:1027-1061, 2007 [pdf]

Book chapters

Blankertz B, Dornhege G, Krauledat M, Kunzmann V, Losch F, Curio G, Müller KR, The Berlin Brain-Computer Interface: Machine-Learning based Detection of User Specific Brain States
Toward Brain-Computer Interfacing, MIT press, 2007

Dornhege G, Krauledat M, Müller KR, Blankertz B, General signal processing and machine learning tools for BCI
Toward Brain-Computer Interfacing, MIT Press, 2007

Kübler A, Müller KR, An introducton to brain computer interfacing
Toward Brain-Computer Interfacing, MIT press, 2007

Kohlmorgen J, Dornhege G, Braun M, Blankertz B, Müller KR, Curio G, Hagemann K, Bruns A, Schrauf M, Kincses W, Improving human performance in a real operating environment through real-time mental workload detection
Toward Brain-Computer Interfacing, MIT press, 2007 [pdf]

Krauledat M, Shenoy P, Blankertz B, Rao RP, Müller KR, Adaptation in CSP-based BCI systems
Toward Brain-Computer Interfacing, MIT Press, 2007

Tomioka R, Aihara K, Müller KR, Logistic Regression for Single Trial EEG Classification
Advances in Neural Information Processing Systems 19, MIT Press, 2007 [pdf]

Conference papers

Blankertz B, Krauledat M, Dornhege G, Williamson J, Murray-Smith R, Müller KR, A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface
Universal Access in HCI, Part II, HCII 2007, Springer, 4555:759-768, 2007 [pdf]

Krauledat M, Schröder M, Blankertz B, Müller KR, Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach
Advances in Neural Information Processing Systems 19, MIT Press, 2007 [pdf]

Lemm S, Schäfer C, Curio G, Aggregating Classification Accuracy across Time: Application to Single Trial EEG
Advances in Neural Inf. Proc. Systems (NIPS 06), MIT press, 19:825-832, 2007 [pdf]

Müller KR, Krauledat M, Dornhege G, Curio G, Blankertz B, Machine Learning and Applications for Brain-Computer Interfacing
Human Interface, Part I, HCII 2007, Springer, 4557:705-714, 2007

Schmidt EA, Kincses WE, Schrauf M, Haufe S, Schubert R, Curio G, Assessing Drivers' Vigilance State During Monotonous Driving
Proceedings of the Fourth International Symposium on Human Factors in Driving Assessment, Training, and Vehicle Design, 2007 [pdf]

Tomioka R, Aihara K, Classifying Matrices with a Spectral Regularization
ICML '07: Proceedings of the 24th international conference on Machine learning, ACM Press, 2007 [pdf]

PhD theses

Lemm S, Analyses of single trial encephalogram data
Technical University of Berlin, 2007 [pdf]

2006

Journal papers

Blankertz B, Müller KR, Krusienski D, Schalk G, Wolpaw JR, Schlögl A, Pfurtscheller G, R. Millán J d, Schröder M, Birbaumer N, The BCI Competition III: Validating Alternative Approachs to Actual BCI Problems
IEEE Trans Neural Syst Rehabil Eng, 14(2):153-159, 2006 [pdf] [url]

Blankertz B, Dornhege G, Krauledat M, Müller KR, Kunzmann V, Losch F, Curio G, The Berlin Brain-Computer Interface: EEG-based communication without subject training
IEEE Trans Neural Syst Rehabil Eng, 14(2):147-152, 2006 [pdf] [url]

Blankertz B, Dornhege G, Lemm S, Krauledat M, Curio G, Müller KR, The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States
J Universal Computer Sci, 12(6):581-607, 2006 [pdf]

Dornhege G, Blankertz B, Krauledat M, Losch F, Curio G, Müller KR, Combined optimization of spatial and temporal filters for improving Brain-Computer Interfacing
IEEE Trans Biomed Eng, 53(11):2274-2281, 2006 [pdf] [url]

Müller KR, Blankertz B, Toward noninvasive Brain-Computer Interfaces
IEEE Signal Process Mag, 23(5):125-128, 2006 [pdf] [url]

McFarland DJ, Anderson CW, Müller KR, Schlögl A, Krusienski DJ, BCI Meeting 2005-workshop on BCI signal processing: feature extraction and translation
IEEE Trans Neural Syst Rehabil Eng, 14:135-138, 2006 [url]

Nolte G, Meinecke FC, Ziehe A, Müller KR, Identifying interactions in mixed and noisy complex systems
Physical Review E, 73:051913, 2006

Schubert R, Blankenburg F, Lemm S, Villringer A, Curio G, Now you feel it - now you don't: ERP correlates of somatosensory awareness
Psychophysiology, 43(1):31-40, 2006

Shenoy P, Krauledat M, Blankertz B, Rao RP, Müller KR, Towards Adaptive Classification for BCI
J Neural Eng, 3(1):R13-R23, 2006 [pdf] [url]

Conference papers

Blankertz B, Dornhege G, Krauledat M, Schröder M, Williamson J, Murray-Smith R, Müller KR, The Berlin Brain-Computer Interface presents the novel mental typewriter Hex-o-Spell
Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course 2006, Verlag der TU Graz, 2006 [pdf]

Dornhege G, Blankertz B, Krauledat M, Losch F, Curio G, Müller KR, Optimizing spatio-temporal filters for improving Brain-Computer Interfacing
Advances in Neural Inf. Proc. Systems (NIPS 05), MIT Press, 18:315-322, 2006

Krauledat M, Blankertz B, Dornhege G, Schröder M, Curio G, Müller KR, On-line differentiation of neuroelectric activities: algorithms and applications
Proceedings of the 28th Annual International Conference IEEE EMBS on Biomedicine, 2006 [pdf]

Nolte G, Ziehe A, Meinecke FC, Müller KR, Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction, accepted
Advances in Neural Inf. Proc. Systems (NIPS 05), 18, 2006

Popescu F, Badower Y, Fazli S, Dornhege G, Müller KR, EEG-based control of reaching to visual targets
Dynamical Principles for neuroscience and intelligent biomimetic devices - Abstracts of the EPFL-LATSIS Symposium 2006, 2006

Sugiyama M, Blankertz B, Krauledat M, Dornhege G, Müller KR, Importance-Weighted Cross-Validation for Covariate Shift
Proc. DAGM, LNCS 4174, Springer-Verlag, 2006 [pdf]

Tomioka R, Dornhege G, Nolte G, Aihara K, Müller KR, Optimizing Spectral Filters for Single Trial EEG Classification
Proc. DAGM, LNCS 4174, Springer-Verlag, 2006 [pdf]

Tomioka R, Hill J, Blankertz B, Aihara K, Adapting Spatial Filtering Methods for Nonstationary BCIs
Proceedings of 2006 Workshop on Information-Based Induction Sciences (IBIS2006), 2006 [pdf]

Technical reports

Tomioka R, Dornhege G, Nolte G, Blankertz B, Aihara K, Müller KR, Spectrally Weighted Common Spatial Pattern Algorithm for Single Trial EEG Classification
Dept. of Mathematical Engineering, The University of Tokyo, 2006 [pdf]

PhD theses

Dornhege G, Increasing Information Transfer Rates for Brain-Computer Interfacing
University of Potsdam, 2006 [pdf]

2005

Journal papers

Lemm S, Blankertz B, Curio G, Müller KR, Spatio-Spectral Filters for Improving Classification of Single Trial EEG
IEEE Trans Biomed Eng, 52(9):1541-1548, 2005 [pdf] [url]

Conference papers

Schäfer C, Lemm S, Curio G, Binary on-line classification based on temporally integrated information
Proceedings of the 28th annual conference of the Gesellschaft für Klassifikation, 2005

Technical reports

Blankertz B, Dornhege G, Krauledat M, Müller KR, Curio G, The Berlin Brain-Computer Interface: Report from the Feedback Sessions
Fraunhofer FIRST, 2005 [pdf]

2004

Journal papers

Blanchard G, Blankertz B, BCI Competition 2003 - Data Set IIa: Spatial Patterns of Self-Controlled Brain Rhythm Modulations
IEEE Trans Biomed Eng, 51(6):1062-1066, 2004 [pdf] [url]

Blankertz B, Müller KR, Curio G, Vaughan TM, Schalk G, Wolpaw JR, Schlögl A, Neuper C, Pfurtscheller G, Hinterberger T, Schröder M, Birbaumer N, The BCI Competition 2003: Progress and Perspectives in Detection and Discrimination of EEG Single Trials
IEEE Trans Biomed Eng, 51(6):1044-1051, 2004 [pdf] [url]

Dornhege G, Blankertz B, Curio G, Müller KR, Boosting bit rates in non-invasive EEG single-trial classifications by feature combination and multi-class paradigms
IEEE Trans Biomed Eng, 51(6):993-1002, 2004 [pdf] [url]

Hinterberger T, Schmidt S, Neumann N, Mellinger J, Blankertz B, Curio G, Birbaumer N, Brain-Computer Communication with Slow Cortical Potentials: Methodology and Critical Aspects
IEEE Trans Biomed Eng, 51(6):1011-1018, 2004 [pdf] [url]

Kohlmorgen J, Blankertz B, Bayesian Classification of Single-Trial Event-Related Potentials in EEG
Int J Bif Chaos, 14(2):719-726, 2004 [pdf]

Krauledat M, Dornhege G, Blankertz B, Curio G, Müller KR, The Berlin Brain-Computer Interface For Rapid Response
Biomed Tech, 49(1):61-62, 2004 [pdf]

Lemm S, Schäfer C, Curio G, Probabilistic Modeling of Sensorimotor $u$-Rhythms for Classification of Imaginary Hand Movements
IEEE Trans Biomed Eng, 51(6):1077-1080, 2004 [pdf]

Müller KR, Krauledat M, Dornhege G, Curio G, Blankertz B, Machine learning techniques for Brain-Computer Interfaces
Biomed Tech, 49(1):11-22, 2004 [pdf]

Book chapters

Dornhege G, Blankertz B, Curio G, Müller KR, Increase Information Transfer Rates in BCI by CSP Extension to Multi-class
Advances in Neural Information Processing Systems, MIT Press, 16:733-740, 2004 [pdf]

Conference papers

Krauledat M, Dornhege G, Blankertz B, Losch F, Curio G, Müller KR, Improving Speed And Accuracy Of Brain-Computer Interfaces Using Readiness Potential Features
Conf Proc IEEE Eng Med Biol Soc, 4:4511-4515, 2004 [pdf] [url]

PhD theses

Krepki R, Brain-Computer Interfaces: Design and Implementation of an Online BCI System of the Control in Gaming Applications and Virtual Limbs
Technische Universität Berlin, Fakultät IV - Elektrotechnik und Informatik, 2004

2003

Journal papers

Blankertz B, Dornhege G, Schäfer C, Krepki R, Kohlmorgen J, Müller KR, Kunzmann V, Losch F, Curio G, Boosting Bit Rates and Error Detection for the Classification of Fast-Paced Motor Commands Based on Single-Trial EEG Analysis
IEEE Trans Neural Syst Rehabil Eng, 11(2):127-131, 2003 [pdf] [url]

Müller KR, Anderson CW, Birch GE, Linear and Non-Linear Methods for Brain-Computer Interfaces
IEEE Trans Neural Syst Rehabil Eng, 11(2):165-169, 2003 [pdf]

Sajda P, Gerson A, Müller KR, Blankertz B, Parra L, A Data Analysis Competition to Evaluate Machine Learning Algorithms for use in Brain-Computer Interfaces
IEEE Trans Neural Syst Rehabil Eng, 11(2):184-185, 2003 [pdf] [url]

Conference papers

Dornhege G, Blankertz B, Curio G, Speeding up classification of multi-channel Brain-Computer Interfaces: Common spatial patterns for slow cortical potentials
Proceedings of the 1st International IEEE EMBS Conference on Neural Engineering. Capri 2003, 2003 [pdf]

Dornhege G, Blankertz B, Curio G, Müller KR, Combining Features for BCI
Advances in Neural Inf. Proc. Systems (NIPS 02), 15:1115-1122, 2003 [pdf]

Krepki R, Blankertz B, Curio G, Müller KR, The Berlin Brain-Computer Interface (BBCI): towards a new communication channel for online control of multimedia applications and computer games
9th International Conference on Distributed Multimedia Systems (DMS'03), 2003 [pdf]

2002

Conference papers

Blankertz B, Curio G, Müller KR, Classifying Single Trial EEG: Towards Brain Computer Interfacing
Advances in Neural Inf. Proc. Systems (NIPS 01), 14:157-164, 2002 [pdf]

Blankertz B, Schäfer C, Dornhege G, Curio G, Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI transmission rates
Artificial Neural Networks - ICANN 2002, 2002 [pdf]

Kohlmorgen J, Blankertz B, A Simple Generative Model for Single-Trial EEG Classification
Artificial Neural Networks - ICANN 2002, Springer, 2002 [pdf]

2000

Conference papers

Müller KR, Kohlmorgen J, Ziehe A, Blankertz B, Decomposition Algorithms for Analysing Brain Signals
Adaptive Systems for Signal Processing, Communications and Control, 2000 [pdf] [url]