Benjamin Blankertz

25.6k citations
209 papers · 20.4k · 11 hit papers · h-index 62

Impact in

    • EEG and Brain-Computer Interfaces
    • Neural dynamics and brain function
    • Functional Brain Connectivity Studies
    • Neural and Behavioral Psychology Studies
    • Gaze Tracking and Assistive Technology

Papers in

Benjamin Blankertz

205 papers receiving 19.7k citations

Benjamin Blankertz's Hit Papers

On the interpretation of weight vectors of linear models in multivariate neuroimaging 2013 · 915 citations
9150+7+14Years since publication50010001.5k

Peers

Benjamin Blankertz
Comparison fields: 5 of 163
  • Cognitive Neuroscience 18.3k
  • Human-Computer Interaction 3.0k
  • Cellular and Molecular Neuroscience 6.8k
  • Signal Processing 4.0k
  • Computational Mathematics 40
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Citations per year

Countries citing papers authored by Benjamin Blankertz

Since Specialization
Citations

This map shows the geographic impact of Benjamin Blankertz's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Benjamin Blankertz with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin Blankertz more than expected).

Fields of papers citing papers by Benjamin Blankertz

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Benjamin Blankertz. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Benjamin Blankertz. The network helps show where Benjamin Blankertz may publish in the future.

Co-authors

The 25 scholars most cited alongside Benjamin Blankertz, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Benjamin Blankertz Line = papers co-authored together Benjamin Blankertz links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 209 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Optimizing Spatial filters for Robust EEG Single-Trial Analysis
Hit paper breakdown →
20081648
2
Single-trial analysis and classification of ERP components — A tutorial
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2010919
3
On the interpretation of weight vectors of linear models in multivariate neuroimaging
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2013915
4
Review of the BCI Competition IV
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2012902
5
The non-invasive Berlin Brain–Computer Interface: Fast acquisition of effective performance in untrained subjects
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2007784
6
The BCI competition III: validating alternative approaches to actual BCI problems
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2006768
7
Neurophysiological predictor of SMR-based BCI performance
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2010555
8
Spatio-spectral filters for improving the classification of single trial EEG
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2005546
9
The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials
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2004544
10
Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms
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2004542
11
Introduction to machine learning for brain imaging
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2010498
12 2011487
13 2009390
14 2007388
15 2006372
16 2002347
17 2006334
18 2010301
19 2008288
20 2010282

About Benjamin Blankertz

Benjamin Blankertz is a scholar working on Cognitive Neuroscience, Cellular and Molecular Neuroscience, Signal Processing, Electrical and Electronic Engineering and Human-Computer Interaction, having authored 209 papers that have together received 20.4k indexed citations. Recurring topics across this work include EEG and Brain-Computer Interfaces (166 papers), Neural dynamics and brain function (79 papers), Neuroscience and Neural Engineering (70 papers), Blind Source Separation Techniques (28 papers), Advanced Memory and Neural Computing (24 papers), Neural and Behavioral Psychology Studies (23 papers), Gaze Tracking and Assistive Technology (22 papers) and Functional Brain Connectivity Studies (22 papers). The work is most often cited by research in Cognitive Neuroscience (18.3k citations), Human-Computer Interaction (3.0k citations), Cellular and Molecular Neuroscience (6.8k citations), Signal Processing (4.0k citations) and Computational Mathematics (40 citations). Benjamin Blankertz has collaborated with scholars based in Germany, United States and South Korea. Frequent co-authors include Klaus‐Robert Müller, Gabriel Curio, K. Müller, Guido Dornhege, Steven Lemm, Matthias Krauledat, Carmen Vidaurre, Matthias S. Treder, Stefan Haufe and Motoaki Kawanabe. Their work appears in journals such as Journal of Neural Engineering, NeuroImage, IEEE Transactions on Biomedical Engineering, PLoS ONE and Frontiers in Neuroscience.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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