Michael Tangermann

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 45

Top Venues

University of Tübingen, Germany (PHD)

Education History

University of Tübingen, Germany

PHD

Publications

Peter A. Wassenaar, Pierre Guetschel, Michael Tangermann
Approximate UMAP allows for high-rate online visualization of high-dimensional data streams. CoRR (2024)
Jordy Thielen, Jan Sosulski, Michael Tangermann
Learning to walk on new ground: Calibration-free decoding for c-VEP BCI. CoRR (2024)
Guido Klein, Pierre Guetschel, Gianluigi Silvestri, Michael Tangermann
Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models. CoRR (2024)
H. A. Scheppink, Sara Ahmadi, Peter Desain, Michael Tangermann, Jordy Thielen
Towards auditory attention decoding with noise-tagging: A pilot study. CoRR (2024)
Pierre Guetschel, Thomas Moreau, Michael Tangermann
S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attention. CoRR (2024)
Pierre Guetschel, Sara Ahmadi, Michael Tangermann
Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations. CoRR (2024)
Pierre Guetschel, Michael Tangermann
Transfer Learning between Motor Imagery Datasets using Deep Learning - Validation of Framework and Comparison of Datasets. CoRR (2023)
Pierre Guetschel, Théodore Papadopoulo, Michael Tangermann
An embedding for EEG signals learned using a triplet loss. CoRR (2023)
Jan Sosulski, Michael Tangermann
UMM: Unsupervised Mean-difference Maximization. CoRR (2023)
Jesus Minguillon, Ivan Volosyak, Christoph Guger, Michael Tangermann, Miguel Angel Lopez
Editorial: Brain-Computer Interfaces: Novel Applications and Interactive Technologies. Frontiers Comput. Neurosci. 16 (2022)
Pierre Guetschel, Théodore Papadopoulo, Michael Tangermann
Embedding neurophysiological signals. MetroXRAINE (2022)
Jan Sosulski, Michael Tangermann
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer Interfaces. CoRR (2022)
Jan Sosulski, David Hübner, Aaron Klein, Michael Tangermann
Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints. CoRR (2021)
Jan Sosulski, Jan-Philipp Kemmer, Michael Tangermann
Improving Covariance Matrices Derived from Tiny Training Datasets for the Classification of Event-Related Potentials with Linear Discriminant Analysis. Neuroinformatics 19 (3) (2021)
Henrich Kolkhorst, Joseline Veit, Wolfram Burgard, Michael Tangermann
A Robust Screen-Free Brain-Computer Interface for Robotic Object Selection. Frontiers Robotics AI 7 (2020)
Henrich Kolkhorst, Saku Kärkkäinen, Amund Faller Raheim, Wolfram Burgard, Michael Tangermann
Influence of User Tasks on EEG-based Classification Performance in a Hazard Detection Paradigm. EMBC (2019)
Jan Sosulski, Michael Tangermann
Extremely Reduced Data Sets Indicate Optimal Stimulation Parameters for Classification in Brain-Computer Interfaces. EMBC (2019)
Andreas Meinel, Sebastián Castaño-Candamil, Benjamin Blankertz, Fabien Lotte, Michael Tangermann
Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data. Neuroinformatics 17 (2) (2019)
Henrich Kolkhorst, Joseline Veit, Wolfram Burgard, Michael Tangermann
Heterogeneity of Event-Related Potentials in a Screen-free Brain-Computer Interface. GBCIC (2019)
Jan Sosulski, Michael Tangermann
Spatial filters for auditory evoked potentials transfer between different experimental conditions. GBCIC (2019)
Henrich Kolkhorst, Wolfram Burgard, Michael Tangermann
Learning User Preferences for Trajectories from Brain Signals. ISRR (2019)
Sebastián Castaño-Candamil, Mara Vaihinger, Michael Tangermann
A Simulated Environment for Studying Partial observability in Novel adaptive Deep brain stimulation. GBCIC (2019)
Sebastián Castaño-Candamil, Andreas Meinel, Michael Tangermann
Post-hoc Labeling of Arbitrary M/EEG Recordings for Data-Efficient Evaluation of Neural Decoding Methods. Frontiers Neuroinformatics 13 (2019)
Henrich Kolkhorst, Wolfram Burgard, Michael Tangermann
Learning User Preferences for Trajectories from Brain Signals. CoRR (2019)
Sebastián Castaño-Candamil, Mara Vaihinger, Michael Tangermann
A simulated environment for early development stages of reinforcement learning algorithms for closed-loop deep brain stimulation. EMBC (2019)
David Hübner, Albrecht Schall, Michael Tangermann
Two Player Online Brain-Controlled Chess. EMBC (2019)
Henrich Kolkhorst, Michael Tangermann, Wolfram Burgard
Guess What I Attend: Interface-Free Object Selection Using Brain Signals. IROS (2018)
David Hübner, Thibault Verhoeven, Klaus-Robert Müller, Pieter-Jan Kindermans, Michael Tangermann
Unsupervised Learning for Brain-Computer Interfaces Based on Event-Related Potentials: Review and Online Comparison [Research Frontier]. IEEE Comput. Intell. Mag. 13 (2) (2018)
Andreas Meinel, Henrich Kolkhorst, Michael Tangermann
Method to assess the functional role of noisy brain signals by mining envelope dynamics. CoRR (2018)
Sebastián Castaño-Candamil, Andreas Meinel, Michael Tangermann
Post-hoc labeling of arbitrary EEG recordings for data-efficient evaluation of neural decoding methods. CoRR (2017)
David Hübner, Thibault Verhoeven, Konstantin Schmid, Klaus-Robert Müller, Michael Tangermann, Pieter-Jan Kindermans
Learning from Label Proportions in Brain-Computer Interfaces: Online Unsupervised Learning with Guarantees. CoRR (2017)
David Hübner, Pieter-Jan Kindermans, Thibault Verhoeven, Michael Tangermann
Improving Learning from Label proportions by Reducing the Feature Dimensionality. GBCIC (2017)
Henrich Kolkhorst, Michael Tangermann, Wolfram Burgard
Decoding Perceived Hazardousness from User's Brain States to Shape Human-Robot Interaction. HRI (Companion) (2017)
David Hübner, Thibault Verhoeven, Pieter-Jan Kindermans, Michael Tangermann
Mixing two Unsupervised estimators for Event-Related potential decoding: an Online Evaluation. GBCIC (2017)
Andreas Meinel, Fabien Lotte, Michael Tangermann
Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression. GBCIC (2017)
David Hübner, Michael Tangermann
Challenging the Assumption that auditory Event-Related potentials are Independent and identically Distributed. GBCIC (2017)
Sebastián Castaño-Candamil, Michael Tangermann
Subspace Decomposition in the frequency Domain. GBCIC (2017)
Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas Dominique Josef Fiederer, Martin Glasstetter, Katharina Eggensperger, Michael Tangermann, Frank Hutter, Wolfram Burgard, Tonio Ball
Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG. CoRR (2017)
Sebastián Castaño-Candamil, Soheil Mottaghi, Volker A. Coenen, Ulrich G. Hofmann, Michael Tangermann
Closed-Loop Deep brain stimulation System for an animal Model of Parkinson's disease: a Pilot Study. GBCIC (2017)
Henrich Kolkhorst, Wolfram Burgard, Michael Tangermann
Decoding hazardous Events in driving Videos. GBCIC (2017)
Gernot R. Müller-Putz, Robert Leeb, Michael Tangermann, Johannes Höhne, Andrea Kübler, Febo Cincotti, Donatella Mattia, Rüdiger Rupp, Klaus-Robert Müller, José del R. Millán
Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond. Proc. IEEE 103 (6) (2015)
Andreas Meinel, Juan Sebastián Castaño-Candamil, Sven Dähne, Janine Reis, Michael Tangermann
EEG band power predicts single-trial reaction time in a hand motor task. NER (2015)
Sebastián Castaño-Candamil, Andreas Meinel, Sven Dähne, Michael Tangermann
Probing meaningfulness of oscillatory EEG components with bootstrapping, label noise and reduced training sets. EMBC (2015)
Michael Tangermann, Janine Reis, Andreas Meinel
Commonalities of Motor Performance Metrics are Revealed by Predictive Oscillatory EEG Components. NEUROTECHNIX (2015)
Irene Winkler, Stefan Debener, Klaus-Robert Müller, Michael Tangermann
On the influence of high-pass filtering on ICA-based artifact reduction in EEG-ERP. EMBC (2015)
Sven Dähne, Frank C. Meinecke, Stefan Haufe, Johannes Höhne, Michael Tangermann, Klaus-Robert Müller, Vadim V. Nikulin
SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters. NeuroImage 86 (2014)
Andrea Kübler, Donatella Mattia, Rüdiger Rupp, Michael Tangermann
Facing the challenge: Bringing brain-computer interfaces to end-users. Artif. Intell. Medicine 59 (2) (2013)
Elisa Mira Holz, Johannes Höhne, Pit Staiger-Sälzer, Michael Tangermann, Andrea Kübler
Brain-computer interface controlled gaming: Evaluation of usability by severely motor restricted end-users. Artif. Intell. Medicine 59 (2) (2013)
Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli, Michael Tangermann, Carmen Vidaurre, Stefan Haufe, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
Decoding cognitive brain states. BCI (2013)
Martijn Schreuder, Angela Riccio, Monica Risetti, Sven Dähne, Andrew Ramsay, John Williamson, Donatella Mattia, Michael Tangermann
User-centered design in brain-computer interfaces - A case study. Artif. Intell. Medicine 59 (2) (2013)
Johannes Höhne, Michael Tangermann
How stimulation speed affects Event-Related Potentials and BCI performance. EMBC (2012)
Jan B. F. van Erp, Fabien Lotte, Michael Tangermann
Brain-Computer Interfaces: Beyond Medical Applications. Computer 45 (4) (2012)
Martijn Schreuder, Marieke E. Thurlings, Anne-Marie Brouwer, Jan B. F. van Erp, Michael Tangermann
Exploring the use of tactile feedback in an ERP-based auditory BCI. EMBC (2012)
Michael Tangermann, Johannes Höhne, Heiko Stecher, Martijn Schreuder
No surprise - fixed sequence event-related potentials for brain-computer interfaces. EMBC (2012)
Sven Dähne, Johannes Höhne, Martijn Schreuder, Michael Tangermann
Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces. ICANN (1) (2011)
Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz, Michael Tangermann
Performance optimization of ERP-based BCIs using dynamic stopping. EMBC (2011)
Melissa Quek, Daniel Boland, John Williamson, Roderick Murray-Smith, Michele Tavella, Serafeim Perdikis, Martijn Schreuder, Michael Tangermann
Simulating the feel of brain-computer interfaces for design, development and social interaction. CHI (2011)
Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre, Klaus-Robert Müller
Playing Pinball with non-invasive BCI. NIPS (2008)
Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy, Gabriel Curio, Klaus-Robert Müller
The Berlin Brain-Computer Interface. WCCI (2008)
Michael Bensch, Ahmed A. Karim, Jürgen Mellinger, Thilo Hinterberger, Michael Tangermann, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer
Nessi: An EEG-Controlled Web Browser for Severely Paralyzed Patients. Comput. Intell. Neurosci. 2007 (2007)
Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Tangermann, Gabriel Curio, Klaus-Robert Müller
On-line Differentiation Of Neuroelectric Activities: Algorithms And applications. EMBC (Supplement) (2006)

Michael Tangermann.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Michael Tangermann