Tonio Ball

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 49

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Publications

Ann-Kathrin Kiessner, Robin Tibor Schirrmeister, Joschka Boedecker, Tonio Ball
Reaching the ceiling? Empirical scaling behaviour for deep EEG pathology classification. Comput. Biol. Medicine 178 (2024)
Lukas Alexander Wilhelm Gemein, Robin Tibor Schirrmeister, Joschka Boedecker, Tonio Ball
Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning. CoRR (2023)
Robin Tibor Schirrmeister, Rosanne Liu, Sara Hooker, Tonio Ball
When less is more: Simplifying inputs aids neural network understanding. CoRR (2022)
Maryna Kapitonova, Zacharias Häringer, Eric Bongk, Tonio Ball
A Modular, Adaptive, Deep-Learning-Based Brain-VR Interface. SCIS/ISIS (2022)
Denis A. Engemann, Apolline Mellot, Richard Höchenberger, Hubert J. Banville, David Sabbagh, Lukas Gemein, Tonio Ball, Alexandre Gramfort
A reusable benchmark of brain-age prediction from M/EEG resting-state signals. NeuroImage 262 (2022)
Daniel Wilson, Robin Tibor Schirrmeister, Lukas Alexander Wilhelm Gemein, Tonio Ball
Deep Riemannian Networks for EEG Decoding. CoRR (2022)
Maryna Kapitonova, Philipp Kellmeyer, Simon Vogt, Tonio Ball
A Framework for Preserving Privacy and Cybersecurity in Brain-Computer Interfacing Applications. CoRR (2022)
Markus Kern, Andreas Schulze-Bonhage, Tonio Ball
Blink- and saccade-related suppression effects in early visual areas of the human brain: Intracranial EEG investigations during natural viewing conditions. NeuroImage 230 (2021)
Gianluca Bontempi, Ricardo Chavarriaga, Hans ed Canck, Emanuela Girardi, Holger Hoos, Iarla Kilbane-Dawe, Tonio Ball, Ann Nowé, Jose Sousa, Davide Bacciu, Marco Aldinucci, Manlio ed Domenico, Alessandro Saffiotti, Marco Maratea
The CLAIRE COVID-19 initiative: approach, experiences and recommendations. Ethics Inf. Technol. 23 (S1) (2021)
Marcello Ienca, Joseph J. Fins, Ralf J. Jox, Fabrice Jotterand, Silja Voeneky, Roberto Andorno, Tonio Ball, Claude Castelluccia, Ricardo Chavarriaga, Hervé Chneiweiss, Agata Ferretti, Orsolya Friedrich, Samia Hurst, Grischa Merkel, Fruzsina Molnar-Gabor, Jean-Marc Rickli, James Scheibner, Effy Vayena, Rafael Yuste, Philipp Kellmeyer
Towards a Governance Framework for Brain Data. CoRR (2021)
Robin Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features. NeurIPS (2020)
Robin Tibor Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features. CoRR (2020)
Lukas Alexander Wilhelm Gemein, Robin Tibor Schirrmeister, Patryk Chrabaszcz, Daniel Wilson, Joschka Boedecker, Andreas Schulze-Bonhage, Frank Hutter, Tonio Ball
Machine-learning-based diagnostics of EEG pathology. NeuroImage 220 (2020)
Lukas Alexander Wilhelm Gemein, Robin Tibor Schirrmeister, Patryk Chrabaszcz, Daniel Wilson, Joschka Boedecker, Andreas Schulze-Bonhage, Frank Hutter, Tonio Ball
Machine-Learning-Based Diagnostics of EEG Pathology. CoRR (2020)
Lukas Dominique Josef Fiederer, Hisham Alwanni, Martin Völker, Oliver Schnell, Jürgen Beck, Tonio Ball
A Research Framework for Virtual-Reality Neurosurgery Based on Open-Source Tools. VR (2019)
David M. Alexander, Tonio Ball, Andreas Schulze-Bonhage, Cees van Leeuwen
Large-scale cortical travelling waves predict localized future cortical signals. PLoS Comput. Biol. 15 (11) (2019)
Daniel Kuhner, Lukas Dominique Josef Fiederer, Johannes Aldinger, Felix Burget, Martin Völker, Robin Tibor Schirrmeister, Chau Do, Joschka Boedecker, Bernhard Nebel, Tonio Ball, Wolfram Burgard
A service assistant combining autonomous robotics, flexible goal formulation, and deep-learning-based brain-computer interfacing. Robotics Auton. Syst. 116 (2019)
Lukas Dominique Josef Fiederer, Martin Völker, Robin Tibor Schirrmeister, Wolfram Burgard, Joschka Boedecker, Tonio Ball
Hybrid Brain-Computer-Interfacing for Human-Compliant Robots: Inferring Continuous Subjective Ratings With Deep Regression. Frontiers Neurorobotics 13 (2019)
Lukas Dominique Josef Fiederer, Hisham Alwanni, Martin Völker, Oliver Schnell, Jürgen Beck, Tonio Ball
A Research Framework for Virtual Reality Neurosurgery Based on Open-Source Tools. CoRR (2019)
Felix A. Heilmeyer, Tonio Ball
neurone_loader: A Python module for loading EEG data recorded with Bittium NeurOne. J. Open Source Softw. 4 (42) (2019)
Robin Tibor Schirrmeister, Tonio Ball
Deep Invertible Networks for EEG-based brain-signal decoding. CoRR (2019)
Stephan Hertweck, Desiée Weber, Hisham Alwanni, Fabian Unruh, Martin Fischbach, Marc Erich Latoschik, Tonio Ball
Brain Activity in Virtual Reality: Assessing Signal Quality of High-Resolution EEG While Using Head-Mounted Displays. VR (2019)
Joos Behncke, Robin Tibor Schirrmeister, Martin Völker, Jirí Hammer, Petr Marusic, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball
Cross-Paradigm Pretraining of Convolutional Networks Improves Intracranial EEG Decoding. SMC (2018)
Martin Völker, Lukas Dominique Josef Fiederer, Sofie Berberich, Jirí Hammer, Joos Behncke, Pavel Krsek, Martin Tomásek, Petr Marusic, Peter C. Reinacher, Volker A. Coenen, Moritz Helias, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball
The dynamics of error processing in the human brain as reflected by high-gamma activity in noninvasive and intracranial EEG. NeuroImage 173 (2018)
Felix A. Heilmeyer, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Martin Völker, Joos Behncke, Tonio Ball
A Large-Scale Evaluation Framework for EEG Deep Learning Architectures. SMC (2018)
Seyhmus Guler, Moritz Dannhauer, Biel Roig-Solvas, Alexis Gkogkidis, Robert S. MacLeod, Tonio Ball, Jeffrey G. Ojemann, Dana H. Brooks
Computationally optimized ECoG stimulation with local safety constraints. NeuroImage 173 (2018)
Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals. CoRR (2018)
Constantin Alexis Gkogkidis, Christian Bentler, Xi Wang, Mortimer Gierthmuehlen, Christian Scheiwe, Heidi Cristina Schmitz, Joerg Haberstroh, Thomas Stieglitz, Tonio Ball
Neurophysiological Evaluation of a Customizable μECoG-based Wireless Brain Implant. EMBC (2018)
Martin Völker, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Wolfram Burgard, Tonio Ball
Deep transfer learning for error decoding from non-invasive EEG. BCI (2018)
Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding. BCI (2018)
Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball
The role of robot design in decoding error-related information from EEG signals of a human observer. CoRR (2018)
Felix A. Heilmeyer, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Martin Völker, Joos Behncke, Tonio Ball
A framework for large-scale evaluation of deep learning for EEG. CoRR (2018)
Martin Völker, Jirí Hammer, Robin Tibor Schirrmeister, Joos Behncke, Lukas Dominique Josef Fiederer, Andreas Schulze-Bonhage, Petr Marusic, Wolfram Burgard, Tonio Ball
Intracranial Error Detection via Deep Learning. SMC (2018)
Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks. BCI (2018)
Joos Behncke, Robin Tibor Schirrmeister, Martin Völker, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball
Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding. CoRR (2018)
Robin Tibor Schirrmeister, Patryk Chrabaszcz, Frank Hutter, Tonio Ball
Generative Reversible Networks. CoRR (2018)
Martin Völker, Jirí Hammer, Robin Tibor Schirrmeister, Joos Behncke, Lukas Dominique Josef Fiederer, Andreas Schulze-Bonhage, Petr Marusic, Wolfram Burgard, Tonio Ball
Intracranial Error Detection via Deep Learning. CoRR (2018)
Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball
The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks. CoRR (2017)
Robin Tibor Schirrmeister, Lukas Gemein, Katharina Eggensperger, Frank Hutter, Tonio Ball
Deep learning with convolutional neural networks for decoding and visualization of EEG pathology. CoRR (2017)
Martin Völker, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Wolfram Burgard, Tonio Ball
Deep Transfer Learning for Error Decoding from Non-Invasive EEG. CoRR (2017)
Felix Burget, Lukas Dominique Josef Fiederer, Daniel Kuhner, Martin Voelker, Johannes Aldinger, Robin Tibor Schirrmeister, Chau Do, Joschka Boedecker, Bernhard Nebel, Tonio Ball, Wolfram Burgard
Acting Thoughts: Towards a Mobile Robotic Service Assistant for Users with Limited Communication Skills. CoRR (2017)
Dominik Welke, Joos Behncke, Marina Hader, Robin Tibor Schirrmeister, Andreas Schönau, Boris Eßmann, Oliver Müller, Wolfram Burgard, Tonio Ball
Brain Responses During Robot-Error Observation. CoRR (2017)
Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding. CoRR (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)
Felix Burget, Lukas Dominique Josef Fiederer, Daniel Kuhner, Martin Völker, Johannes Aldinger, Robin Tibor Schirrmeister, Chau Do, Joschka Boedecker, Bernhard Nebel, Tonio Ball, Wolfram Burgard
Acting thoughts: Towards a mobile robotic service assistant for users with limited communication skills. ECMR (2017)
Tobias Schubert, Katharina Eggensperger, Alexis Gkogkidis, Frank Hutter, Tonio Ball, Wolfram Burgard
Automatic bone parameter estimation for skeleton tracking in optical motion capture. ICRA (2016)
Chet T. Moritz, Patrick Ruther, Sara Goering, Alfred Stett, Tonio Ball, Wolfram Burgard, Eric H. Chudler, Rajesh P. N. Rao
New Perspectives on Neuroengineering and Neurotechnologies: NSF-DFG Workshop Report. IEEE Trans. Biomed. Eng. 63 (7) (2016)
Lukas Dominique Josef Fiederer, Johannes Vorwerk, Felix Lucka, Moritz Dannhauer, Shan Yang, Matthias Dümpelmann, Andreas Schulze-Bonhage, Ad Aertsen, Oliver Speck, Carsten H. Wolters, Tonio Ball
The role of blood vessels in high-resolution volume conductor head modeling of EEG. NeuroImage 128 (2016)
Lukas Dominique Josef Fiederer, Jacob Lahr, Johannes Vorwerk, Felix Lucka, Ad Aertsen, Carsten H. Wolters, Andreas Schulze-Bonhage, Tonio Ball
Electrical Stimulation of the Human Cerebral Cortex by Extracranial Muscle Activity: Effect Quantification With Intracranial EEG and FEM Simulations. IEEE Trans. Biomed. Eng. 63 (12) (2016)
Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal interpretation rules for encoding and decoding models in neuroimaging. NeuroImage 110 (2015)
Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal and anti-causal learning in pattern recognition for neuroimaging. CoRR (2015)
Tobias Volk, Adnan Yousaf, Joan Albesa, Sebastian Stoecklin, Shah Hussain, Constantin Alexis Gkogkidis, Tonio Ball, Leonhard M. Reindl
Wireless power distribution system for brain implants. I2MTC (2015)
Tobias Schubert, Alexis Gkogkidis, Tonio Ball, Wolfram Burgard
Automatic initialization for skeleton tracking in optical motion capture. ICRA (2015)
Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal interpretation rules for encoding and decoding models in neuroimaging. CoRR (2015)
Sebastian Schroer, Ingo Killmann, Barbara Frank, Martin Voelker, Lukas Dominique Josef Fiederer, Tonio Ball, Wolfram Burgard
An autonomous robotic assistant for drinking. ICRA (2015)
Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Decoding index finger position from EEG using random forests. CIP (2014)
Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
Causal and anti-causal learning in pattern recognition for neuroimaging. PRNI (2014)
Thomas Lampe, Lukas Dominique Josef Fiederer, Martin Voelker, Alexander Knorr, Martin A. Riedmiller, Tonio Ball
A brain-computer interface for high-level remote control of an autonomous, reinforcement-learning-based robotic system for reaching and grasping. IUI (2014)
David M. Alexander, Peter Jurica, Chris Trengove, Andrey R. Nikolaev, Sergei Gepshtein, Mikhail Zvyagintsev, Klaus Mathiak, Andreas Schulze-Bonhage, Johanna Ruescher, Tonio Ball, Cees van Leeuwen
Traveling waves and trial averaging: The nature of single-trial and averaged brain responses in large-scale cortical signals. NeuroImage 73 (2013)
Markus Kern, Ad Aertsen, Andreas Schulze-Bonhage, Tonio Ball
Heart cycle-related effects on event-related potentials, spectral power changes, and connectivity patterns in the human ECoG. NeuroImage 81 (2013)
Daniela Sammler, Stefan Koelsch, Tonio Ball, Armin Brandt, Maren Grigutsch, Hans-Jürgen Huppertz, Thomas R. Knösche, Jörg Wellmer, Guido Widman, Christian Erich Elger, Angela D. Friederici, Andreas Schulze-Bonhage
Co-localizing linguistic and musical syntax with intracranial EEG. NeuroImage 64 (2013)
Johanna Ruescher, Olga Iljina, Dirk-Matthias Altenmüller, Ad Aertsen, Andreas Schulze-Bonhage, Tonio Ball
Somatotopic mapping of natural upper- and lower-extremity movements and speech production with high gamma electrocorticography. NeuroImage 81 (2013)
Tobias Pistohl, Andreas Schulze-Bonhage, Ad Aertsen, Carsten Mehring, Tonio Ball
Decoding natural grasp types from human ECoG. NeuroImage 59 (1) (2012)
Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Liqing Zhang, Tonio Ball, Andreas Schulze-Bonhage, Andrzej Cichocki
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach. NIPS (2011)
Tonio Ball, Markus Kern, Isabella Mutschler, Ad Aertsen, Andreas Schulze-Bonhage
Signal quality of simultaneously recorded invasive and non-invasive EEG. NeuroImage 46 (3) (2009)
Tonio Ball, Evariste Demandt, Isabella Mutschler, Eva Neitzel, Carsten Mehring, Klaus Vogt, Ad Aertsen, Andreas Schulze-Bonhage
Movement related activity in the high gamma range of the human EEG. NeuroImage 41 (2) (2008)