Benjamin Blankertz

According to our database1, Benjamin Blankertz authored at least 86 papers between 1999 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data.
Neuroinformatics, 2019

Integrating neurophysiologic relevance feedback in intent modeling for information retrieval.
J. Assoc. Inf. Sci. Technol., 2019

2018
Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition.
IEEE Trans. Circuits Syst. Video Technol., 2018

Classifying the mental representation of word meaning in children with Multivariate Pattern Analysis of fNIRS.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Predicting Motor Intentions with Closed-Loop Brain-Computer Interfaces.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 6, 2017

Weighted spatial based geometric scheme as an efficient algorithm for analyzing single-trial EEGS to improve cue-based BCI classification.
Neural Networks, 2017

Multi-Timescale spectra as Features for continuous Workload estimation in Realistic Settings.
Proceedings of the From Vision to Reality, 2017

Headgear for Mobile Neurotechnology: looking into Alternatives for EEG and NIRS probes.
Proceedings of the From Vision to Reality, 2017

A low-dimensional representation for individual head geometries.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
A High-Security EEG-Based Login System with RSVP Stimuli and Dry Electrodes.
IEEE Trans. Inf. Forensics Secur., 2016

The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis.
NeuroImage, 2016

Multiscale temporal neural dynamics predict performance in a complex sensorimotor task.
NeuroImage, 2016

Analyzing neuroimaging data with subclasses: A shrinkage approach.
NeuroImage, 2016

Prediction of Difficulty Levels in Video Games from Ongoing EEG.
Proceedings of the Symbiotic Interaction, 2016

Maritime Cognitive Workload Assessment.
Proceedings of the Symbiotic Interaction, 2016

2015
Wyrm: A Brain-Computer Interface Toolbox in Python.
Neuroinformatics, 2015

Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

EEG Correlates of Visual Recognition While Overtly Tracking a Moving Object.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

Tapping Neural Correlates of the Depth of Cognitive Processing for Improving Human Computer Interaction.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

Live Demonstrator of EEG and Eye-Tracking Input for Disambiguation of Image Search Results.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

Neural indicators of the depth of cognitive processing for user-adaptive neurotechnological applications.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
On the interpretation of weight vectors of linear models in multivariate neuroimaging.
NeuroImage, 2014

Wyrm, A Pythonic Toolbox for Brain-Computer Interfacing.
CoRR, 2014

Images from the Mind: BCI image evolution based on RSVP of polygon primitives.
CoRR, 2014

Mean shrinkage improves the classification of ERP signals by exploiting additional label information.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Parameter interpretation, regularization and source localization in multivariate linear models.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Neurally informed assessment of perceived natural texture image quality.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

BNCI Horizon 2020 - Towards a Roadmap for Brain/Neural Computer Interaction.
Proceedings of the Universal Access in Human-Computer Interaction. Design and Development Methods for Universal Access, 2014

Optimizing visual-to-auditory delay for multimodal BCI speller.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2012
Toward a Direct Measure of Video Quality Perception Using EEG.
IEEE Trans. Image Process., 2012

Enhanced performance by a hybrid NIRS-EEG brain computer interface.
NeuroImage, 2012

Mushu, a free- and open source BCI signal acquisition, written in Python.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Common Spatial Pattern Patches: Online evaluation on BCI-naive users.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Using NIRS as a predictor for EEG-based BCI performance.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Toward Unsupervised Adaptation of LDA for Brain-Computer Interfaces.
IEEE Trans. Biomed. Eng., 2011

Introduction to machine learning for brain imaging.
NeuroImage, 2011

Large-scale EEG/MEG source localization with spatial flexibility.
NeuroImage, 2011

Single-trial analysis and classification of ERP components - A tutorial.
NeuroImage, 2011

Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces.
Neural Comput., 2011

Performance optimization of ERP-based BCIs using dynamic stopping.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Revealing the neural response to imperceptible peripheral flicker with machine learning.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A gaze independent spelling based on rapid serial visual presentation.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Using Rest Class and Control Paradigms for Brain Computer Interfacing.
Proceedings of the Brain-Computer Interfaces, 2010

Neurophysiological predictor of SMR-based BCI performance.
NeuroImage, 2010

Pyff - A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience.
Frontiers Neuroinformatics, 2010

Novel applications of BCI technology: Psychophysiological optimization of working conditions in industry.
Proceedings of the IEEE International Conference on Systems, 2010

alpha-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs.
Proceedings of the IEEE International Conference on Systems, 2010

Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009
Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces.
Neural Networks, 2009

Subject-independent mental state classification in single trials.
Neural Networks, 2009

Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces.
Int. J. Hum. Comput. Stud., 2009

Subject independent EEG-based BCI decoding.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Using Rest Class and Control Paradigms for Brain Computer Interfacing.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008
The Berlin Brain-Computer Interface: Accurate Performance From First-Session in BCI-NaÏve Subjects.
IEEE Trans. Biomed. Eng., 2008

Brain-Computer Interfacing for Intelligent Systems.
IEEE Intell. Syst., 2008

The Berlin Brain-Computer Interface.
Proceedings of the Computational Intelligence: Research Frontiers, 2008

Playing Pinball with non-invasive BCI.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007
The non-invasive Berlin Brain-Computer Interface: Fast acquisition of effective performance in untrained subjects.
NeuroImage, 2007

The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications.
Multim. Tools Appl., 2007

Berlin Brain-Computer Interface - The HCI communication channel for discovery.
Int. J. Hum. Comput. Stud., 2007

Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Machine Learning and Applications for Brain-Computer Interfacing.
Proceedings of the Human Interface and the Management of Information. Methods, 2007

A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface.
Proceedings of the Universal Access in Human-Computer Interaction. Ambient Interaction, 2007

2006
Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing.
IEEE Trans. Biomed. Eng., 2006

Toward noninvasive brain-computer interfaces.
IEEE Signal Process. Mag., 2006

The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States.
J. Univers. Comput. Sci., 2006

Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

On-line Differentiation Of Neuroelectric Activities: Algorithms And applications.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Importance-Weighted Cross-Validation for Covariate Shift.
Proceedings of the Pattern Recognition, 2006

2005
Spatio-spectral filters for improving the classification of single trial EEG.
IEEE Trans. Biomed. Eng., 2005

Optimizing spatio-temporal filters for improving Brain-Computer Interfacing.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004
Brain-computer communication and slow cortical potentials.
IEEE Trans. Biomed. Eng., 2004

Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms.
IEEE Trans. Biomed. Eng., 2004

The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials.
IEEE Trans. Biomed. Eng., 2004

BCI competition 2003-data set IIa: spatial patterns of self-controlled brain rhythm modulations.
IEEE Trans. Biomed. Eng., 2004

Bayesian Classification of Single-Trial Event-Related Potentials in EEG.
Int. J. Bifurc. Chaos, 2004

2003
Increase Information Transfer Rates in BCI by CSP Extension to Multi-class.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002
Combining Features for BCI.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

A Simple Generative Model for Single-Trial EEG Classification.
Proceedings of the Artificial Neural Networks, 2002

Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates.
Proceedings of the Artificial Neural Networks, 2002

2001
Classifying Single Trial EEG: Towards Brain Computer Interfacing.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Constant Q Profiles for Tracking Modulations in Audio Data Format.
Proceedings of the 2001 International Computer Music Conference, 2001

2000
A New Method for Tracking Modulations in Tonal Music in Audio Data Format.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
A Uniform Approach for Characterizing the Provably Total Number-Theoretic Functions of KPM and (Some of) its Subsystems.
Stud Logica, 1999


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