Michael Tangermann

68 papers A* 1A 1B 1C 1Journal 32Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Invasive and Non-Invasive Neural Decoding of Motor Performance in Parkinson's Disease for Personalized Deep Brain Stimulation. CoRR Matthias Dold, Volker A. Coenen, Bastian Sajonz, Peter C. Reinacher, Thomas Prokop, Marco Reisert, Sophia Gimple, Yasin Temel, Marcus L. F. Janssen, Michael Tangermann, Joana Pereira
2025	B	`conf`	Exploring new territory II: Calibration-free decoding for ERP BCI. SMC Jordy Thielen, Michael Tangermann
2025	J	`jnl`	Interpretable and Granular Video-Based Quantification of Motor Characteristics from the Finger Tapping Test in Parkinson Disease. CoRR Tahereh Zarrat Ehsan, Michael Tangermann, Yagmur Güçlütürk, Bastiaan R. Bloem, Luc J. W. Evers
2025	J	`jnl`	WavJEPA: Semantic learning unlocks robust audio foundation models for raw waveforms. CoRR Goksenin Yuksel, Pierre Guetschel, Michael Tangermann, Marcel van Gerven, Kiki van der Heijden
2024	J	`jnl`	Approximate UMAP allows for high-rate online visualization of high-dimensional data streams. CoRR Peter A. Wassenaar, Pierre Guetschel, Michael Tangermann
2024	J	`jnl`	Learning to walk on new ground: Calibration-free decoding for c-VEP BCI. CoRR Jordy Thielen, Jan Sosulski, Michael Tangermann
2024	J	`jnl`	Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations. CoRR Pierre Guetschel, Sara Ahmadi, Michael Tangermann
2024	J	`jnl`	S-JEPA: towards seamless cross-dataset transfer through dynamic spatial attention. CoRR Pierre Guetschel, Thomas Moreau, Michael Tangermann
2024	J	`jnl`	Synthesizing EEG Signals from Event-Related Potential Paradigms with Conditional Diffusion Models. CoRR Guido Klein, Pierre Guetschel, Gianluigi Silvestri, Michael Tangermann
2024	J	`jnl`	Towards auditory attention decoding with noise-tagging: A pilot study. CoRR H. A. Scheppink, Sara Ahmadi, Peter Desain, Michael Tangermann, Jordy Thielen
2023	J	`jnl`	An embedding for EEG signals learned using a triplet loss. CoRR Pierre Guetschel, Théodore Papadopoulo, Michael Tangermann
2023	—	`conf`	Identifying Good Donor Datasets for Transfer Learning Scenarios in Motor Imagery BCI. BNAIC/BENELEARN Pierre Guetschel, Michael Tangermann
2023	J	`jnl`	Transfer Learning between Motor Imagery Datasets using Deep Learning - Validation of Framework and Comparison of Datasets. CoRR Pierre Guetschel, Michael Tangermann
2023	J	`jnl`	UMM: Unsupervised Mean-difference Maximization. CoRR Jan Sosulski, Michael Tangermann
2022	J	`jnl`	Editorial: Brain-Computer Interfaces: Novel Applications and Interactive Technologies. Frontiers Comput. Neurosci. Jesus Minguillon, Ivan Volosyak, Christoph Guger, Michael Tangermann, Miguel Angel Lopez-Gordo
2022	—	`conf`	Embedding neurophysiological signals. MetroXRAINE Pierre Guetschel, Théodore Papadopoulo, Michael Tangermann
2022	J	`jnl`	Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer Interfaces. CoRR Jan Sosulski, Michael Tangermann
2021	J	`jnl`	Improving Covariance Matrices Derived from Tiny Training Datasets for the Classification of Event-Related Potentials with Linear Discriminant Analysis. Neuroinformatics Jan Sosulski, Jan-Philipp Kemmer, Michael Tangermann
2021	J	`jnl`	Online Optimization of Stimulation Speed in an Auditory Brain-Computer Interface under Time Constraints. CoRR Jan Sosulski, David Hübner, Aaron Klein, Michael Tangermann
2020	J	`jnl`	A Robust Screen-Free Brain-Computer Interface for Robotic Object Selection. Frontiers Robotics AI Henrich Kolkhorst, Joseline Veit, Wolfram Burgard, Michael Tangermann
2019	—	`conf`	A Simulated Environment for Studying Partial observability in Novel adaptive Deep brain stimulation. GBCIC Sebastián Castaño-Candamil, Mara Vaihinger, Michael Tangermann
2019	—	`conf`	A simulated environment for early development stages of reinforcement learning algorithms for closed-loop deep brain stimulation. EMBC Sebastián Castaño-Candamil, Mara Vaihinger, Michael Tangermann
2019	J	`jnl`	Characterizing Regularization Techniques for Spatial Filter Optimization in Oscillatory EEG Regression Problems - Guidelines Derived from Simulation and Real-World Data. Neuroinformatics Andreas Meinel, Sebastián Castaño-Candamil, Benjamin Blankertz, Fabien Lotte, Michael Tangermann
2019	—	`conf`	Extremely Reduced Data Sets Indicate Optimal Stimulation Parameters for Classification in Brain-Computer Interfaces. EMBC Jan Sosulski, Michael Tangermann
2019	—	`conf`	Heterogeneity of Event-Related Potentials in a Screen-free Brain-Computer Interface. GBCIC Henrich Kolkhorst, Joseline Veit, Wolfram Burgard, Michael Tangermann
2019	—	`conf`	Influence of User Tasks on EEG-based Classification Performance in a Hazard Detection Paradigm. EMBC Henrich Kolkhorst, Saku Kärkkäinen, Amund Faller Raheim, Wolfram Burgard, Michael Tangermann
2019	C	`conf`	Learning User Preferences for Trajectories from Brain Signals. ISRR Henrich Kolkhorst, Wolfram Burgard, Michael Tangermann
2019	J	`jnl`	Learning User Preferences for Trajectories from Brain Signals. CoRR Henrich Kolkhorst, Wolfram Burgard, Michael Tangermann
2019	J	`jnl`	Post-hoc Labeling of Arbitrary M/EEG Recordings for Data-Efficient Evaluation of Neural Decoding Methods. Frontiers Neuroinformatics Sebastián Castaño-Candamil, Andreas Meinel, Michael Tangermann
2019	—	`ch.`	Rethinking BCI Paradigm and Machine Learning Algorithm as a Symbiosis: Zero Calibration, Guaranteed Convergence and High Decoding Performance. Brain-Computer Interface Research (7) David Hübner, Pieter-Jan Kindermans, Thibault Verhoeven, Klaus-Robert Müller, Michael Tangermann
2019	—	`conf`	Spatial filters for auditory evoked potentials transfer between different experimental conditions. GBCIC Jan Sosulski, Michael Tangermann
2019	—	`conf`	Two Player Online Brain-Controlled Chess. EMBC David Hübner, Albrecht Schall, Michael Tangermann
2018	A	`conf`	Guess What I Attend: Interface-Free Object Selection Using Brain Signals. IROS Henrich Kolkhorst, Michael Tangermann, Wolfram Burgard
2018	J	`jnl`	Method to assess the functional role of noisy brain signals by mining envelope dynamics. CoRR Andreas Meinel, Henrich Kolkhorst, Michael Tangermann
2018	J	`jnl`	Unsupervised Learning for Brain-Computer Interfaces Based on Event-Related Potentials: Review and Online Comparison [Research Frontier]. IEEE Comput. Intell. Mag. David Hübner, Thibault Verhoeven, Klaus-Robert Müller, Pieter-Jan Kindermans, Michael Tangermann
2017	—	`conf`	Challenging the Assumption that auditory Event-Related potentials are Independent and identically Distributed. GBCIC David Hübner, Michael Tangermann
2017	—	`conf`	Closed-Loop Deep brain stimulation System for an animal Model of Parkinson's disease: a Pilot Study. GBCIC Sebastián Castaño-Candamil, Soheil Mottaghi, Volker A. Coenen, Ulrich G. Hofmann, Michael Tangermann
2017	—	`conf`	Decoding Perceived Hazardousness from User's Brain States to Shape Human-Robot Interaction. HRI (Companion) Henrich Kolkhorst, Michael Tangermann, Wolfram Burgard
2017	—	`conf`	Decoding hazardous Events in driving Videos. GBCIC Henrich Kolkhorst, Wolfram Burgard, Michael Tangermann
2017	J	`jnl`	Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG. CoRR Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas Dominique Josef Fiederer, Martin Glasstetter, Katharina Eggensperger, Michael Tangermann, Frank Hutter, Wolfram Burgard, Tonio Ball
2017	—	`conf`	Improving Learning from Label proportions by Reducing the Feature Dimensionality. GBCIC David Hübner, Pieter-Jan Kindermans, Thibault Verhoeven, Michael Tangermann
2017	J	`jnl`	Learning from Label Proportions in Brain-Computer Interfaces: Online Unsupervised Learning with Guarantees. CoRR David Hübner, Thibault Verhoeven, Konstantin Schmid, Klaus-Robert Müller, Michael Tangermann, Pieter-Jan Kindermans
2017	—	`conf`	Mixing two Unsupervised estimators for Event-Related potential decoding: an Online Evaluation. GBCIC David Hübner, Thibault Verhoeven, Pieter-Jan Kindermans, Michael Tangermann
2017	J	`jnl`	Post-hoc labeling of arbitrary EEG recordings for data-efficient evaluation of neural decoding methods. CoRR Sebastián Castaño-Candamil, Andreas Meinel, Michael Tangermann
2017	—	`conf`	Subspace Decomposition in the frequency Domain. GBCIC Sebastián Castaño-Candamil, Michael Tangermann
2017	—	`conf`	Tikhonov Regularization enhances EEG-based Spatial filtering for single-Trial Regression. GBCIC Andreas Meinel, Fabien Lotte, Michael Tangermann
2015	—	`conf`	Commonalities of Motor Performance Metrics are Revealed by Predictive Oscillatory EEG Components. NEUROTECHNIX Michael Tangermann, Janine Reis, Andreas Meinel
2015	—	`conf`	EEG band power predicts single-trial reaction time in a hand motor task. NER Andreas Meinel, Juan Sebastián Castaño-Candamil, Sven Dähne, Janine Reis, Michael Tangermann
2015	—	`conf`	On the influence of high-pass filtering on ICA-based artifact reduction in EEG-ERP. EMBC Irene Winkler, Stefan Debener, Klaus-Robert Müller, Michael Tangermann
2015	—	`conf`	Probing meaningfulness of oscillatory EEG components with bootstrapping, label noise and reduced training sets. EMBC Sebastián Castaño-Candamil, Andreas Meinel, Sven Dähne, Michael Tangermann
2015	J	`jnl`	Towards Noninvasive Hybrid Brain-Computer Interfaces: Framework, Practice, Clinical Application, and Beyond. Proc. IEEE 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
2014	J	`jnl`	SPoC: A novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters. NeuroImage Sven Dähne, Frank C. Meinecke, Stefan Haufe, Johannes Höhne, Michael Tangermann, Klaus-Robert Müller, Vadim V. Nikulin
2013	J	`jnl`	Brain-computer interface controlled gaming: Evaluation of usability by severely motor restricted end-users. Artif. Intell. Medicine Elisa Mira Holz, Johannes Höhne, Pit Staiger-Sälzer, Michael Tangermann, Andrea Kübler
2013	—	`conf`	Decoding cognitive brain states. BCI Anne K. Porbadnigk, Matthias Sebastian Treder, Siamac Fazli, Michael Tangermann, Carmen Vidaurre, Stefan Haufe, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller
2013	J	`jnl`	Facing the challenge: Bringing brain-computer interfaces to end-users. Artif. Intell. Medicine Andrea Kübler, Donatella Mattia, Rüdiger Rupp, Michael Tangermann
2013	J	`jnl`	User-centered design in brain-computer interfaces - A case study. Artif. Intell. Medicine Martijn Schreuder, Angela Riccio, Monica Risetti, Sven Dähne, Andrew Ramsay, John Williamson, Donatella Mattia, Michael Tangermann
2012	J	`jnl`	Brain-Computer Interfaces: Beyond Medical Applications. Computer Jan B. F. van Erp, Fabien Lotte, Michael Tangermann
2012	—	`conf`	Exploring the use of tactile feedback in an ERP-based auditory BCI. EMBC Martijn Schreuder, Marieke E. Thurlings, Anne-Marie Brouwer, Jan B. F. van Erp, Michael Tangermann
2012	—	`conf`	How stimulation speed affects Event-Related Potentials and BCI performance. EMBC Johannes Höhne, Michael Tangermann
2012	—	`conf`	No surprise - fixed sequence event-related potentials for brain-computer interfaces. EMBC Michael Tangermann, Johannes Höhne, Heiko Stecher, Martijn Schreuder
2011	—	`conf`	Performance optimization of ERP-based BCIs using dynamic stopping. EMBC Martijn Schreuder, Johannes Höhne, Matthias Sebastian Treder, Benjamin Blankertz, Michael Tangermann
2011	A*	`conf`	Simulating the feel of brain-computer interfaces for design, development and social interaction. CHI Melissa Quek, Daniel Boland, John Williamson, Roderick Murray-Smith, Michele Tavella, Serafeim Perdikis, Martijn Schreuder, Michael Tangermann
2011	—	`conf`	Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces. ICANN (1) Sven Dähne, Johannes Höhne, Martijn Schreuder, Michael Tangermann
2008	—	`conf`	Playing Pinball with non-invasive BCI. NIPS Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre, Klaus-Robert Müller
2008	—	`conf`	The Berlin Brain-Computer Interface. WCCI Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy, Gabriel Curio, Klaus-Robert Müller
2007	—	`—`	Feature selection for brain-computer interfaces. Michael Tangermann
2007	J	`jnl`	Nessi: An EEG-Controlled Web Browser for Severely Paralyzed Patients. Comput. Intell. Neurosci. Michael Bensch, Ahmed A. Karim, Jürgen Mellinger, Thilo Hinterberger, Michael Tangermann, Martin Bogdan, Wolfgang Rosenstiel, Niels Birbaumer
2006	—	`conf`	On-line Differentiation Of Neuroelectric Activities: Algorithms And applications. EMBC (Supplement) Matthias Krauledat, Benjamin Blankertz, Guido Dornhege, Michael Tangermann, Gabriel Curio, Klaus-Robert Müller