Benjamin Blankertz
#161,015
Most Influential Person Now
German computer scientist
Benjamin Blankertz's AcademicInfluence.com Rankings
Benjamin Blankertzcomputer-science Degrees
Computer Science
#9256
World Rank
#9723
Historical Rank
Database
#6232
World Rank
#6462
Historical Rank

Download Badge
Computer Science
Why Is Benjamin Blankertz Influential?
(Suggest an Edit or Addition)Benjamin Blankertz's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Optimizing Spatial filters for Robust EEG Single-Trial Analysis (2008) (1766)
- Single-trial analysis and classification of ERP components — A tutorial (2011) (1037)
- On the interpretation of weight vectors of linear models in multivariate neuroimaging (2014) (946)
- The non-invasive Berlin Brain–Computer Interface: Fast acquisition of effective performance in untrained subjects (2007) (844)
- The BCI competition III: validating alternative approaches to actual BCI problems (2006) (794)
- The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials (2004) (678)
- Review of the BCI Competition IV (2012) (652)
- Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms (2004) (619)
- Introduction to machine learning for brain imaging (2011) (599)
- Neurophysiological predictor of SMR-based BCI performance (2010) (596)
- Spatio-spectral filters for improving the classification of single trial EEG (2005) (572)
- Classifying Single Trial EEG: Towards Brain Computer Interfacing (2001) (532)
- Enhanced performance by a hybrid NIRS–EEG brain computer interface (2012) (517)
- Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring (2008) (471)
- Towards adaptive classification for BCI (2006) (440)
- Towards a Cure for BCI Illiteracy (2009) (421)
- (C)overt attention and visual speller design in an ERP-based brain-computer interface (2010) (379)
- Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing (2006) (363)
- The Berlin brain-computer interface: EEG-based communication without subject training (2006) (341)
- The Berlin Brain–Computer Interface: Non-Medical Uses of BCI Technology (2010) (341)
- The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects (2008) (317)
- Brain-Computer Interfacing for Intelligent Systems (2008) (310)
- A New Auditory Multi-Class Brain-Computer Interface Paradigm: Spatial Hearing as an Informative Cue (2010) (300)
- Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces (2009) (272)
- Toward Unsupervised Adaptation of LDA for Brain–Computer Interfaces (2011) (262)
- Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis (2003) (247)
- Towards Zero Training for Brain-Computer Interfacing (2008) (243)
- Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing (2007) (242)
- Psychological predictors of SMR-BCI performance (2012) (239)
- Subject-independent mental state classification in single trials (2009) (239)
- The Berlin Brain-Computer Interface (BBCI) – towards a new communication channel for online control in gaming applications (2007) (232)
- Single Trial Classification of Motor Imagination Using 6 Dry EEG Electrodes (2007) (230)
- EEG potentials predict upcoming emergency brakings during simulated driving (2011) (206)
- MACHINE LEARNING TECHNIQUES FOR BRAIN-COMPUTER INTERFACES (2004) (204)
- Gaze-independent brain–computer interfaces based on covert attention and feature attention (2011) (192)
- BNCI Horizon 2020: Towards a Roadmap for the BCI Community (2015) (190)
- Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces (2011) (180)
- The Berlin Brain-Computer Interface: Progress Beyond Communication and Control (2016) (178)
- Co-adaptive calibration to improve BCI efficiency (2011) (161)
- The point of no return in vetoing self-initiated movements (2015) (153)
- A Novel 9-Class Auditory ERP Paradigm Driving a Predictive Text Entry System (2011) (152)
- Brain-computer communication and slow cortical potentials (2004) (151)
- THE BERLIN BRAIN-COMPUTER INTERFACE PRESENTS THE NOVEL MENTAL TYPEWRITER HEX-O-SPELL (2006) (145)
- Playing Pinball with non-invasive BCI (2008) (141)
- A data analysis competition to evaluate machine learning algorithms for use in brain-computer interfaces (2003) (132)
- The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States (2006) (128)
- Toward a Direct Measure of Video Quality Perception Using EEG (2012) (128)
- BCI competition 2003-data set IIa: spatial patterns of self-controlled brain rhythm modulations (2004) (128)
- Gaze-independent BCI-spelling using rapid serial visual presentation (RSVP) (2013) (126)
- Increase Information Transfer Rates in BCI by CSP Extension to Multi-class (2003) (121)
- A High-Security EEG-Based Login System with RSVP Stimuli and Dry Electrodes (2016) (120)
- Electrophysiology-based detection of emergency braking intention in real-world driving (2014) (118)
- Toward noninvasive brain-computer interfaces (2006) (114)
- A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface (2007) (112)
- A novel brain-computer interface based on the rapid serial visual presentation paradigm (2010) (103)
- Predicting BCI performance to study BCI illiteracy (2009) (103)
- Brain-computer interfacing using modulations of alpha activity induced by covert shifts of attention (2011) (100)
- Designing for uncertain, asymmetric control: Interaction design for brain-computer interfaces (2009) (99)
- Large-scale EEG/MEG source localization with spatial flexibility (2011) (99)
- Online detection of error-related potentials boosts the performance of mental typewriters (2012) (98)
- Open Access Dataset for EEG+NIRS Single-Trial Classification (2017) (90)
- Toward Electrophysiology-Based Intelligent Adaptive Deep Brain Stimulation for Movement Disorders (2019) (88)
- Optimizing event-related potential based brain–computer interfaces: a systematic evaluation of dynamic stopping methods (2013) (85)
- MATHEMATICAL ENGINEERING TECHNICAL REPORTS Spectrally weighted Common Spatial Pattern algorithm for single trial EEG classification (2006) (81)
- Combining Features for BCI (2002) (80)
- Two-dimensional auditory p300 speller with predictive text system (2010) (75)
- On Optimal Channel Configurations for SMR-based Brain–Computer Interfaces (2010) (72)
- Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach (2006) (71)
- Berlin Brain-Computer Interface - The HCI communication channel for discovery (2007) (69)
- Optimizing spatio-temporal filters for improving Brain-Computer Interfacing (2005) (68)
- Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification (2014) (64)
- Pyff – A Pythonic Framework for Feedback Applications and Stimulus Presentation in Neuroscience (2010) (63)
- A new method for tracking modulations in tonal music in audio data format (2000) (62)
- Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates (2002) (60)
- A large scale screening study with a SMR-based BCI: Categorization of BCI users and differences in their SMR activity (2019) (59)
- Subject independent EEG-based BCI decoding (2009) (59)
- BCI Software Platforms (2012) (58)
- EEG-based classification of video quality perception using steady state visual evoked potentials (SSVEPs) (2015) (57)
- The Berlin Brain-Computer Interface (2008) (54)
- EEG predictors of covert vigilant attention (2014) (52)
- Using ERPs for assessing the (sub) conscious perception of noise (2010) (49)
- Visuo-motor coordination ability predicts performance with brain-computer interfaces controlled by modulation of sensorimotor rhythms (SMR) (2014) (48)
- Towards a holistic assessment of the user experience with hybrid BCIs (2014) (48)
- Pre-Stimulus Sensorimotor Rhythms Influence Brain–Computer Interface Classification Performance (2012) (47)
- Ensembles of adaptive spatial filters increase BCI performance: an online evaluation (2016) (47)
- Large-Scale Assessment of a Fully Automatic Co-Adaptive Motor Imagery-Based Brain Computer Interface (2016) (47)
- CSP patches: an ensemble of optimized spatial filters. An evaluation study (2011) (46)
- Improving speed and accuracy of brain-computer interfaces using readiness potential features (2004) (45)
- Open Access Dataset for EEG+NIRS Single-Trial Classification. (2017) (44)
- Single-trial analysis of the neural correlates of speech quality perception (2013) (43)
- Exploring motion VEPs for gaze-independent communication (2012) (41)
- The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis (2016) (40)
- Control-display mapping in brain–computer interfaces (2012) (38)
- Multi-Variate EEG Analysis as a Novel Tool to Examine Brain Responses to Naturalistic Music Stimuli (2015) (38)
- Performance optimization of ERP-based BCIs using dynamic stopping (2011) (36)
- Unsupervised classification of operator workload from brain signals (2016) (36)
- Classification of Eye Fixation Related Potentials for Variable Stimulus Saliency (2016) (35)
- Novel applications of BCI technology: Psychophysiological optimization of working conditions in industry (2010) (35)
- Adapting Spatial Filter Methods for Nonstationary BCIs (2006) (35)
- A gaze independent spelling based on rapid serial visual presentation (2011) (34)
- Unsupervised adaptation of the LDA classifier for Brain-Computer interfaces (2008) (34)
- Exploring Combinations of Auditory and Visual Stimuli for Gaze-Independent Brain-Computer Interfaces (2014) (32)
- Does bimodal stimulus presentation increase ERP components usable in BCIs? (2012) (31)
- ECoG high gamma activity reveals distinct cortical representations of lyrics passages, harmonic and timbre-related changes in a rock song (2014) (30)
- Robustifying EEG data analysis by removing outliers (2009) (30)
- Common spatial pattern patches - An optimized filter ensemble for adaptive brain-computer interfaces (2010) (30)
- Weighted spatial based geometric scheme as an efficient algorithm for analyzing single-trial EEGS to improve cue-based BCI classification (2017) (29)
- Wyrm: A Brain-Computer Interface Toolbox in Python (2015) (28)
- Machine Learning and Applications for Brain-Computer Interfacing (2007) (27)
- Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition (2018) (27)
- Active visual search in non-stationary scenes: coping with temporal variability and uncertainty (2016) (25)
- Using NIRS as a predictor for EEG-based BCI performance (2012) (24)
- Computing auditory perception (2000) (24)
- Importance-Weighted Cross-Validation for Covariate Shift (2006) (23)
- Multiscale temporal neural dynamics predict performance in a complex sensorimotor task (2016) (22)
- The Berlin Brain-Computer Interface: Report from the Feedback Sessions (2005) (22)
- Neurally informed assessment of perceived natural texture image quality (2014) (22)
- Subjective Listening Tests and Neural Correlates of Speech Degradation in Case of Signal-Correlated Noise (2010) (21)
- A Gaze Independent Brain-Computer Interface Based on Visual Stimulation through Closed Eyelids (2015) (21)
- Towards a cure for BCI illiteracy: machine learning based co-adaptive learning (2009) (21)
- BNCI Horizon 2020 - Towards a Roadmap for Brain/Neural Computer Interaction (2014) (20)
- Detecting Mental States by Machine Learning Techniques: The Berlin Brain-Computer Interface (2009) (20)
- Revealing the neural response to imperceptible peripheral flicker with machine learning (2011) (20)
- THE BERLIN BRAIN-COMPUTER INTERFACE FOR RAPID RESPONSE (2004) (19)
- Initial results of a high-speed spatial auditory BCI (2009) (19)
- Neurophysiological assessment of perceived image quality using steady-state visual evoked potentials (2015) (19)
- Real-time inference of word relevance from electroencephalogram and eye gaze (2017) (19)
- The Berlin Brain-Computer Interface ( BBCI ) towards a new communication channel for online control of multimedia applications and computer games (2003) (19)
- Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy (2010) (18)
- Neuromuscular electrical stimulation induced brain patterns to decode motor imagery (2013) (18)
- Electrocorticography is superior to subthalamic local field potentials for movement decoding in Parkinson’s disease (2021) (18)
- Correspondence Analysis for Visualizing Interplay of Pitch Class, Key, and Composer (2003) (18)
- Integrating neurophysiologic relevance feedback in intent modeling for information retrieval (2019) (17)
- Mushu, a free- and open source BCI signal acquisition, written in Python (2012) (17)
- The future in brain/neural computer interaction: Horizon 2020 (2015) (15)
- Prediction of Difficulty Levels in Video Games from Ongoing EEG (2016) (15)
- Assessing the Depth of Cognitive Processing as the Basis for Potential User-State Adaptation (2017) (15)
- Live Demonstrator of EEG and Eye-Tracking Input for Disambiguation of Image Search Results (2015) (14)
- Analyzing neuroimaging data with subclasses: A shrinkage approach (2016) (14)
- Improving the analysis of near-infrared spectroscopy data with multivariate classification of hemodynamic patterns: a theoretical formulation and validation (2018) (14)
- Practicing fast-decision BCI using a "goalkeeper" paradigm (2009) (14)
- Constant Q Profiles for Tracking Modulations in Audio Data Format (2001) (14)
- Bayesian Classification of Single-Trial Event-Related Potentials in EEG (2004) (13)
- BCI Applications for the General Population (2012) (13)
- Spatio-Spectral Filters for Robust Classification of Single Trial EEG (13)
- Scale Degree Profiles from Audio Investigated with Machine Learning (2004) (12)
- On the Interpretability of Linear Multivariate Neuroimaging Analyses : Filters , Patterns and their Relationship (2012) (12)
- How to characterize provably total functions by the Buchholz operator method (1996) (11)
- Chroma Speller: Isotropic visual stimuli for truly gaze-independent spelling (2013) (11)
- Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems (2018) (11)
- Using Rest Class and Control Paradigms for Brain Computer Interfacing (2009) (11)
- Maritime Cognitive Workload Assessment (2016) (11)
- 5 Toroidal Models in Tonal Theory and Pitch- Class Analysis (2007) (11)
- Implicit relevance feedback from electroencephalography and eye tracking in image search (2018) (11)
- Common Spatial Pattern Patches: Online evaluation on BCI-naive users (2012) (10)
- Machine-Learning Based Co-adaptive Calibration : Towards a Cure for BCI illiteracy (2010) (10)
- Challenges for BrainComputer Interface Research for HumanComputer Interaction Applications (2008) (9)
- α-modulation induced by covert attention shifts as a new input modality for EEG-based BCIs (2010) (9)
- Tapping Neural Correlates of the Depth of Cognitive Processing for Improving Human Computer Interaction (2015) (9)
- A note on the Berlin Brain-Computer Interface (2006) (9)
- A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification (2009) (8)
- Mean shrinkage improves the classification of ERP signals by exploiting additional label information (2014) (8)
- Is Neural Activity Detected by ERP-Based Brain-Computer Interfaces Task Specific? (2016) (8)
- Parameter interpretation, regularization and source localization in multivariate linear models (2014) (8)
- Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project (2015) (7)
- Toroidal models of inter-key relations in tonal music (1999) (7)
- Presenting a Spatial-Geometric EEG Feature to Classify BMD and Schizophrenic Patients (2016) (7)
- Extracting the Neural Representation of Tone Onsets for Separate Voices of Ensemble Music Using Multivariate EEG Analysis (2015) (7)
- Optimizing visual-to-auditory delay for multimodal BCI speller (2014) (7)
- Decomposition algorithms for analysing brain signals (2000) (6)
- Gaze-independent visual brain-computer interfaces (2011) (6)
- Online detection of error potentials increases information throughput in a brain–computer interface (2011) (6)
- Data driven neuroergonomic optimization of BCI stimuli (2011) (6)
- ERP assessment of word processing under broadcast bit rate limitations (2011) (6)
- Short progressive muscle relaxation or motor coordination training does not increase performance in a brain-computer interface based on sensorimotor rhythms (SMR). (2017) (6)
- Neural indicators of the depth of cognitive processing for user-adaptive neurotechnological applications (2015) (6)
- Common Spatial Pattern Patches-an Optimized Filter Ensemble for Adaptive BCIs (2011) (5)
- Binary classification with pFDR‐pFNR losses (2013) (5)
- Localization of class-related mu-rhythm desynchronization in motor imagery based Brain-Computer Interface sessions (2010) (5)
- A Simple Generative Model for Single-Trial EEG Classification (2002) (5)
- Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency (2015) (4)
- Brain state differences between calibration and application periods influence BCI classification accuracy (2006) (4)
- The Influence of Preceding Movements on Motor Cortical Activity in Finger-Tapping (2004) (4)
- Images from the Mind: BCI image evolution based on RSVP of polygon primitives (2014) (4)
- Hybrid EEG-Based BCI User Interface for Action Selection (2013) (4)
- Novel Paradigms for Auditory ERP Spellers with Spatial Hearing: Two Online Studies (2010) (4)
- Multimodal imaging technique for rapid response brain-computer interface feedback (2013) (4)
- Headgear for Mobile Neurotechnology: looking into Alternatives for EEG and NIRS probes (2017) (4)
- Motor Imagery Under Distraction— An Open Access BCI Dataset (2020) (4)
- EEG Correlates of Visual Recognition While Overtly Tracking a Moving Object (2015) (3)
- Multivariate EEG Analysis Reveals Neural Correlates for the Differential Perception of Chord Progressions (2017) (3)
- CQ-profiles for key finding in audio (2005) (3)
- Open access repository for hybrid EEG-NIRS data (2018) (3)
- Motion-based ERP spellers in a covert attention paradigm (2011) (3)
- Predicting Motor Intentions with Closed-Loop Brain-Computer Interfaces (2017) (2)
- Brain-Computer Communication (2)
- Advanced Human-Computer Interaction with the Berlin Brain-Computer Interface (2007) (2)
- Classifying the mental representation of word meaning in children with Multivariate Pattern Analysis of fNIRS (2018) (2)
- ERP assessment of word processing under broadcast bit rate limitations (2011) (2)
- Multi-Timescale spectra as Features for continuous Workload estimation in Realistic Settings (2017) (2)
- Gentle Introduction to Signal Processing and Classification for Single-Trial EEG Analysis (2018) (2)
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015) (2)
- Suppress Me if You Can: Neurofeedback of the Readiness Potential (2020) (2)
- A Uniform Approach for Characterizing the Provably Total Number-Theoretic Functions of KPM and (Some of) its Subsystems (1999) (2)
- Spectral perturbations reflect the depth of cognitive processing for brain-computer interface systems (2015) (2)
- Desflurane is risk factor for postoperative delirium in older patients’ independent from intraoperative burst suppression duration (2023) (1)
- Neuronal correlates of emotions in human-machine interaction (2009) (1)
- Decoding cognitive brain states (2013) (1)
- Is Neural Activity Detected by ERP-based Brain-Computer Interfaces Task Specific? - Data set (2016) (1)
- The Berlin Brain-Computer Interface – Single trial classifications of phantom finger movements of arm amputees (2004) (1)
- Online detection of error-related potentials boosts the performance of mental typewriters (2012) (1)
- Transferring Unsupervised Adaptive Classifiers Between Users of a Spatial Auditory Brain-Computer Interface (2014) (1)
- The polyphonic brain: Extracting the neural representation of rhythmic structure for separate voices of polyphonic music using ERPs (2014) (1)
- Wyrm, A Pythonic Toolbox for Brain-Computer Interfacing (2014) (1)
- Symbiotic Interaction (2015) (1)
- On-line Differentiation Of Neuroelectric Activities: Algorithms And applications (2006) (1)
- Gaze-independent BCI spellers based on covert attention and feature attention (2010) (1)
- Symbiotic Interaction (2017) (1)
- Running head : THE NEURAL REPRESENTATION OF ENSEMBLE MUSIC 1 Extracting the neural representation of tone onsets for separate voices of ensemble 2 music using multivariate EEG analysis (2015) (0)
- Interpreting parameters of multivariate linear models in neuroimaging (2014) (0)
- "Bernstein Focus: Neurotechnology: Noninvasive neurotechnologies for man-machine interactions" : Teilprojekte A1, A3, A4, B4, W3 : Schlussbericht (2016) (0)
- Cognitive workload BCI in the maritime environment (2016) (0)
- Toward Electrophysiology-Based Intelligent Adaptive Deep Brain Stimulation for Movement Disorders (2019) (0)
- PRNI 2011 Conference Committee (2011) (0)
- How to characterize provably total functions (2016) (0)
- Cognitive Workload of Tugboat Captains in Realistic Scenarios: Adaptive Spatial Filtering for Transfer Between Conditions (2022) (0)
- Brain-computer interfaces: A unique window into the hearing soul (2017) (0)
- Neural correlates of speech degradation – Subjective ratings and brain activation in case of signal-correlated noise (2017) (0)
- A low-dimensional representation for individual head geometries (2017) (0)
- Title: Contribution to Roadmap (2014) (0)
- BRAIN-COMPUTER INTERFACES TRANSLATE BRAIN SIGNALS INTO CONTROL COMMANDS. (2006) (0)
- Computing Auditory Perception from the Icmc Workshop 'cognition and Perception Issues in Computer Music' (2000) (0)
- Large-ScaleEEG/MEGSourceLocalizationwithSpatialFlexibility (2010) (0)
- Real-Time Implicit Relevance Feedback from Brain Activity for Interactive Information Retrieval (2017) (0)
- P374: Detecting spatial auditory attention in cocktail-party situations (2014) (0)
- Tutorial on multimodal neuroimaging for brain-computer interfacing (2013) (0)
- Machine-learning model predicting postoperative delirium in older patients using intraoperative frontal electroencephalographic signatures (2022) (0)
- Towards a Broad-Scale Usability Evaluation of Hybrid BCIs (2013) (0)
- Brain-Computer Interface - Motor Imagery Data (2019) (0)
- Towards physiology-informed data augmentation for EEG-based BCIs (2022) (0)
- Functional near-infrared spectroscopy supports Brain Computer Interface performance in EEG (2010) (0)
- Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems (2018) (0)
- NIRS signal predict SMR-based BCI performance in EEG (2010) (0)
- A Minimax Approach to Optimize Spatial Filters for EEG Single-Trial Classification (2009) (0)
- Enhanced Classification Methods for the Depth of Cognitive Processing Depicted in Neural Signals (2018) (0)
- LP24: Changes in the resting-state EEG induced by one single SMR-based brain-computer interface session (2014) (0)
- Suppress Me if You Can: Neurofeedback of the Readiness Potential (2021) (0)
- Frame in a vehicle (2004) (0)
- Wyrm: A Brain-Computer Interface Toolbox in Python (2015) (0)
- P942: ECoG high gamma activity reveals distinct cortical representations of lyrics passages, harmonic and timbre-related changes in a rock song (2014) (0)
This paper list is powered by the following services:
Other Resources About Benjamin Blankertz
What Schools Are Affiliated With Benjamin Blankertz?
Benjamin Blankertz is affiliated with the following schools: