Stefan Haufe

8.5k total citations · 3 hit papers
90 papers, 5.3k citations indexed

About

Stefan Haufe is a scholar working on Cognitive Neuroscience, Signal Processing and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Stefan Haufe has authored 90 papers receiving a total of 5.3k indexed citations (citations by other indexed papers that have themselves been cited), including 57 papers in Cognitive Neuroscience, 22 papers in Signal Processing and 16 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Stefan Haufe's work include EEG and Brain-Computer Interfaces (35 papers), Neural dynamics and brain function (33 papers) and Functional Brain Connectivity Studies (25 papers). Stefan Haufe is often cited by papers focused on EEG and Brain-Computer Interfaces (35 papers), Neural dynamics and brain function (33 papers) and Functional Brain Connectivity Studies (25 papers). Stefan Haufe collaborates with scholars based in Germany, United States and South Korea. Stefan Haufe's co-authors include Benjamin Blankertz, Klaus‐Robert Müller, Michael Tangermann, Irene Winkler, Matthias S. Treder, Sven Dähne, Vadim V. Nikulin, Steven Lemm, Frank C. Meinecke and John–Dylan Haynes and has published in prestigious journals such as Nature Communications, Journal of Neuroscience and SHILAP Revista de lepidopterología.

In The Last Decade

Stefan Haufe

86 papers receiving 5.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

On the interpretation of weight vectors of linear models in multivariate neuroimaging

2013 850 citations Stefan Haufe, Frank C. Meinecke et al. NeuroImage profile →
Single-trial analysis and classification of ERP components — A tutorial

2010 845 citations Benjamin Blankertz, Stefan Haufe et al. NeuroImage profile →
Automatic Classification of Artifactual ICA-Components for Artifact Removal in EEG Signals

2011 558 citations Stefan Haufe, Michael Tangermann et al. profile →

Peers

Countries citing papers authored by Stefan Haufe

Since Specialization

Citations

This map shows the geographic impact of Stefan Haufe'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 Stefan Haufe with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefan Haufe more than expected).

Fields of papers citing papers by Stefan Haufe

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stefan Haufe. 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 Stefan Haufe. The network helps show where Stefan Haufe may publish in the future.

Co-authorship network of co-authors of Stefan Haufe

This figure shows the co-authorship network connecting the top 25 collaborators of Stefan Haufe. A scholar is included among the top collaborators of Stefan Haufe based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Stefan Haufe. Stefan Haufe is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Low β predicts motor output and cell degeneration in the A53T Parkinson’s disease rat model 2025 ·Brain ·(unknown), (unknown), (unknown), (unknown), Stefan Haufe, Nicoló Gabriele Pozzi, Chiara Palmisano, Ioannis U. Isaias, James B. Koprich, Jonathan M. Brotchie, Andrea A. Kühn, Cordula Matthies, Martin M. Reich, Muthuraman Muthuraman, Jens Volkmann, Chi Wang Ip	1
2	Predicting cognition after subthalamic Deep Brain Stimulation in Parkinson’s Disease 2025 ·npj Parkinson s Disease ·Dorothee Kübler, Heiner Stuke, (unknown), (unknown), (unknown), Gerd‐Helge Schneider, Katharina Faust, Patricia Krause, Jan Roediger, Stefan Haufe, (unknown), Bassam Al‐Fatly, Claudia Spies, Friedrich Borchers, Andrea A. Kühn	0
3	Cortical networks of parkinsonian gait: a metabolic and functional connectivity study 2024 ·Annals of Clinical and Translational Neurology ·(unknown), Nicoló Gabriele Pozzi, Chiara Palmisano, Giorgio Marotta, Andreas K. Buck, Stefan Haufe, Ioannis U. Isaias	1
4	Performance reserves in brain-imaging-based phenotype prediction 2023 ·Cell Reports ·Marc-André Schulz, Danilo Bzdok, Stefan Haufe, John–Dylan Haynes, Kerstin Ritter	19
5	Identifying good practices for detecting inter-regional linear functional connectivity from EEG 2023 ·NeuroImage ·(unknown), Arnaud Delorme, Vadim V. Nikulin, Stefan Haufe	15
6	Empirical Bayesian localization of event-related time-frequency neural activity dynamics 2022 ·NeuroImage ·(unknown), (unknown), (unknown), Ali Hashemi, Stefan Haufe, Kensuke Sekihara, Srikantan S. Nagarajan	1
7	Scrutinizing XAI using linear ground-truth data with suppressor variables 2022 ·Machine Learning ·(unknown), (unknown), Klaus‐Robert Müller, Stefan Haufe	13
8	Relationship between regional white matter hyperintensities and alpha oscillations in older adults 2021 ·Neurobiology of Aging ·Deniz Kumral, Elena Čėsnaitė, Frauke Beyer, S. Hofmann, Tilman Hensch, Christian Sander, Ulrich Hegerl, Stefan Haufe, Arno Villringer, A. Veronica Witte, Vadim V. Nikulin	11
9	Quantifying the Effect of Demixing Approaches on Directed Connectivity Estimated Between Reconstructed EEG Sources 2019 ·Brain Topography ·Alessandra Anzolin, (unknown), Frederik Van de Steen, Laura Astolfi, Stefan Haufe, Daniele Marinazzo	35
10	A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI 2019 ·Neural Information Processing Systems ·Tao Tu, John Paisley, Stefan Haufe, Paul Sajda	4
11	Correlated Components Analysis - Extracting Reliable Dimensions in Multivariate Data 2018 ·arXiv (Cornell University) ·Lucas C. Parra, Stefan Haufe, Jacek Dmochowski	33
12	Statistical inference for nested data using sufficient summary statistics: a tutorial 2017 ·arXiv (Cornell University) ·(unknown), Stefan Haufe	2
13	Tracking Deceased-Related Thinking With Neural Pattern Decoding of a Cortical-Basal Ganglia Circuit 2017 ·Biological Psychiatry Cognitive Neuroscience and Neuroimaging ·(unknown), Stefan Haufe, Tao Tu, George A. Bonanno, Kevin N. Ochsner, Paul Sajda, J. John Mann	9
14	Consistency of EEG source localization and connectivity estimates 2017 ·NeuroImage ·Keyvan Mahjoory, Vadim V. Nikulin, Loïc Botrel, Klaus Linkenkaer‐Hansen, Marco Fato, Stefan Haufe	157
15	On the interpretation of weight vectors of linear models in multivariate neuroimaging breakdown → 2013 ·NeuroImage ·Stefan Haufe, Frank C. Meinecke, Kai Görgen, Sven Dähne, John–Dylan Haynes, Benjamin Blankertz, Felix Bießmann	850
16	Automated verification of epistemic properties for general game playing 2012 ·Principles of Knowledge Representation and Reasoning ·Stefan Haufe, Michael Thielscher	3
17	Automated verification of state sequence invariants in general game playing 2012 ·Artificial Intelligence ·Stefan Haufe, Stephan Schiffel, Michael Thielscher	7
18	A critical assessment of connectivity measures for EEG data: A simulation study 2012 ·NeuroImage ·Stefan Haufe, Vadim V. Nikulin, Klaus‐Robert Müller, Guido Nolte	236
19	The Berlin Brain–Computer Interface: Non-Medical Uses of BCI Technology 2010 ·Frontiers in Neuroscience ·Benjamin Blankertz, Michael Tangermann, Carmen Vidaurre, Siamac Fazli, Claudia Sannelli, Stefan Haufe, (unknown), Lenny Ramsey, Irene Sturm, Gabriel Curio, Klaus‐Robert Müller	241
20	Combining sparsity and rotational invariance in EEG/MEG source reconstruction 2008 ·NeuroImage ·Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus‐Robert Müller, Guido Nolte	91

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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