Benjamin Blankertz

Benjamin Blankertz's AcademicInfluence.com Rankings

Benjamin Blankertz

Computer Science

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#9723

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#6232

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#6462

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Computer Science

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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)

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