Tonio Ball - RankMe

71 papers A* 6A 1B 3Journal 50Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	EEG-CLIP: learning EEG representations from natural language descriptions. Frontiers Robotics AI Tidiane Camaret Ndir, Robin Tibor Schirrmeister, Tonio Ball
2025	J	`jnl`	Human-AI Teaming Using Large Language Models: Boosting Brain-Computer Interfacing (BCI) and Brain Research. CoRR Maryna Kapitonova, Tonio Ball
2025	J	`jnl`	Multi-BK-Net: Multi-Branch Multi-Kernel Convolutional Neural Networks for Clinical EEG Analysis. Trans. Mach. Learn. Res. Ann-Kathrin Kiessner, Tonio Ball, Joschka Boedecker
2025	J	`jnl`	New avenues for understanding what deep networks learn from EEG. Frontiers Robotics AI Robin Tibor Schirrmeister, Tonio Ball
2025	—	`conf`	Unlocking In-Context Learning for Natural Datasets Beyond Language Modelling. DAGM GCPR Jelena Bratulic, Sudhanshu Mittal, David T. Hoffmann, Samuel Böhm, Robin Tibor Schirrmeister, Tonio Ball, Christian Rupprecht, Thomas Brox
2024	J	`jnl`	Reaching the ceiling? Empirical scaling behaviour for deep EEG pathology classification. Comput. Biol. Medicine Ann-Kathrin Kiessner, Robin Tibor Schirrmeister, Joschka Boedecker, Tonio Ball
2023	J	`jnl`	Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning. CoRR Lukas Alexander Wilhelm Gemein, Robin Tibor Schirrmeister, Joschka Boedecker, Tonio Ball
2022	J	`jnl`	A Framework for Preserving Privacy and Cybersecurity in Brain-Computer Interfacing Applications. CoRR Maryna Kapitonova, Philipp Kellmeyer, Simon Vogt, Tonio Ball
2022	—	`conf`	A Modular, Adaptive, Deep-Learning-Based Brain-VR Interface. SCIS/ISIS Maryna Kapitonova, Zacharias Häringer, Eric Bongk, Tonio Ball
2022	J	`jnl`	A reusable benchmark of brain-age prediction from M/EEG resting-state signals. NeuroImage Denis A. Engemann, Apolline Mellot, Richard Höchenberger, Hubert J. Banville, David Sabbagh, Lukas Gemein, Tonio Ball, Alexandre Gramfort
2022	J	`jnl`	Deep Riemannian Networks for EEG Decoding. CoRR Daniel Wilson, Robin Tibor Schirrmeister, Lukas Alexander Wilhelm Gemein, Tonio Ball
2022	J	`jnl`	When less is more: Simplifying inputs aids neural network understanding. CoRR Robin Tibor Schirrmeister, Rosanne Liu, Sara Hooker, Tonio Ball
2021	J	`jnl`	Blink- and saccade-related suppression effects in early visual areas of the human brain: Intracranial EEG investigations during natural viewing conditions. NeuroImage Markus Kern, Andreas Schulze-Bonhage, Tonio Ball
2021	J	`jnl`	The CLAIRE COVID-19 initiative: approach, experiences and recommendations. Ethics Inf. Technol. Gianluca Bontempi, Ricardo Chavarriaga, Hans ed Canck, Emanuela Girardi, Holger H. Hoos, Iarla Kilbane-Dawe, Tonio Ball, Ann Nowé, Jose Sousa, Davide Bacciu, Marco Aldinucci, Manlio ed Domenico, Alessandro Saffiotti, Marco Maratea
2021	J	`jnl`	Towards a Governance Framework for Brain Data. CoRR 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 Molnár-Gábor, Jean-Marc Rickli, James Scheibner, Effy Vayena, Rafael Yuste, Philipp Kellmeyer
2020	J	`jnl`	Machine-Learning-Based Diagnostics of EEG Pathology. CoRR Lukas Alexander Wilhelm Gemein, Robin Tibor Schirrmeister, Patryk Chrabaszcz, Daniel Wilson, Joschka Boedecker, Andreas Schulze-Bonhage, Frank Hutter, Tonio Ball
2020	J	`jnl`	Machine-learning-based diagnostics of EEG pathology. NeuroImage Lukas Alexander Wilhelm Gemein, Robin Tibor Schirrmeister, Patryk Chrabaszcz, Daniel Wilson, Joschka Boedecker, Andreas Schulze-Bonhage, Frank Hutter, Tonio Ball
2020	A*	`conf`	Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features. NeurIPS Robin Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang
2020	J	`jnl`	Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features. CoRR Robin Tibor Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang
2019	J	`jnl`	A Research Framework for Virtual Reality Neurosurgery Based on Open-Source Tools. CoRR Lukas Dominique Josef Fiederer, Hisham Alwanni, Martin Völker, Oliver Schnell, Jürgen Beck, Tonio Ball
2019	A*	`conf`	A Research Framework for Virtual-Reality Neurosurgery Based on Open-Source Tools. VR Lukas Dominique Josef Fiederer, Hisham Alwanni, Martin Völker, Oliver Schnell, Jürgen Beck, Tonio Ball
2019	J	`jnl`	A service assistant combining autonomous robotics, flexible goal formulation, and deep-learning-based brain-computer interfacing. Robotics Auton. Syst. 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
2019	A*	`conf`	Brain Activity in Virtual Reality: Assessing Signal Quality of High-Resolution EEG While Using Head-Mounted Displays. VR Stephan Hertweck, Desiée Weber, Hisham Alwanni, Fabian Unruh, Martin Fischbach, Marc Erich Latoschik, Tonio Ball
2019	J	`jnl`	Deep Invertible Networks for EEG-based brain-signal decoding. CoRR Robin Tibor Schirrmeister, Tonio Ball
2019	J	`jnl`	Hybrid Brain-Computer-Interfacing for Human-Compliant Robots: Inferring Continuous Subjective Ratings With Deep Regression. Frontiers Neurorobotics Lukas Dominique Josef Fiederer, Martin Völker, Robin Tibor Schirrmeister, Wolfram Burgard, Joschka Boedecker, Tonio Ball
2019	J	`jnl`	Large-scale cortical travelling waves predict localized future cortical signals. PLoS Comput. Biol. David M. Alexander, Tonio Ball, Andreas Schulze-Bonhage, Cees van Leeuwen
2019	J	`jnl`	neurone_loader: A Python module for loading EEG data recorded with Bittium NeurOne. J. Open Source Softw. Felix A. Heilmeyer, Tonio Ball
2018	B	`conf`	A Large-Scale Evaluation Framework for EEG Deep Learning Architectures. SMC Felix A. Heilmeyer, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Martin Völker, Joos Behncke, Tonio Ball
2018	J	`jnl`	A framework for large-scale evaluation of deep learning for EEG. CoRR Felix A. Heilmeyer, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Martin Völker, Joos Behncke, Tonio Ball
2018	J	`jnl`	Computationally optimized ECoG stimulation with local safety constraints. NeuroImage Seyhmus Guler, Moritz Dannhauer, Biel Roig-Solvas, Alexis Gkogkidis, Robert S. MacLeod, Tonio Ball, Jeffrey G. Ojemann, Dana H. Brooks
2018	B	`conf`	Cross-Paradigm Pretraining of Convolutional Networks Improves Intracranial EEG Decoding. SMC Joos Behncke, Robin Tibor Schirrmeister, Martin Völker, Jirí Hammer, Petr Marusic, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball
2018	J	`jnl`	Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding. CoRR Joos Behncke, Robin Tibor Schirrmeister, Martin Völker, Andreas Schulze-Bonhage, Wolfram Burgard, Tonio Ball
2018	—	`conf`	Deep transfer learning for error decoding from non-invasive EEG. BCI Martin Völker, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Wolfram Burgard, Tonio Ball
2018	J	`jnl`	EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals. CoRR Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball
2018	J	`jnl`	Generative Reversible Networks. CoRR Robin Tibor Schirrmeister, Patryk Chrabaszcz, Frank Hutter, Tonio Ball
2018	—	`conf`	Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding. BCI Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball
2018	B	`conf`	Intracranial Error Detection via Deep Learning. SMC Martin Völker, Jirí Hammer, Robin Tibor Schirrmeister, Joos Behncke, Lukas Dominique Josef Fiederer, Andreas Schulze-Bonhage, Petr Marusic, Wolfram Burgard, Tonio Ball
2018	J	`jnl`	Intracranial Error Detection via Deep Learning. CoRR Martin Völker, Jirí Hammer, Robin Tibor Schirrmeister, Joos Behncke, Lukas Dominique Josef Fiederer, Andreas Schulze-Bonhage, Petr Marusic, Wolfram Burgard, Tonio Ball
2018	—	`conf`	Neurophysiological Evaluation of a Customizable μECoG-based Wireless Brain Implant. EMBC Constantin Alexis Gkogkidis, Christian Bentler, Xi Wang, Mortimer Gierthmuehlen, Christian Scheiwe, Heidi Cristina Schmitz, Joerg Haberstroh, Thomas Stieglitz, Tonio Ball
2018	J	`jnl`	The dynamics of error processing in the human brain as reflected by high-gamma activity in noninvasive and intracranial EEG. NeuroImage 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
2018	J	`jnl`	The role of robot design in decoding error-related information from EEG signals of a human observer. CoRR Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball
2018	—	`conf`	The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks. BCI Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball
2017	J	`jnl`	Acting Thoughts: Towards a Mobile Robotic Service Assistant for Users with Limited Communication Skills. CoRR 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
2017	—	`conf`	Acting thoughts: Towards a mobile robotic service assistant for users with limited communication skills. ECMR 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
2017	J	`jnl`	Brain Responses During Robot-Error Observation. CoRR Dominik Welke, Joos Behncke, Marina Hader, Robin Tibor Schirrmeister, Andreas Schönau, Boris Eßmann, Oliver Müller, Wolfram Burgard, Tonio Ball
2017	J	`jnl`	Deep Transfer Learning for Error Decoding from Non-Invasive EEG. CoRR Martin Völker, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Wolfram Burgard, Tonio Ball
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	J	`jnl`	Deep learning with convolutional neural networks for decoding and visualization of EEG pathology. CoRR Robin Tibor Schirrmeister, Lukas Gemein, Katharina Eggensperger, Frank Hutter, Tonio Ball
2017	J	`jnl`	Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding. CoRR Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball
2017	J	`jnl`	The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks. CoRR Joos Behncke, Robin Tibor Schirrmeister, Wolfram Burgard, Tonio Ball
2016	A*	`conf`	Automatic bone parameter estimation for skeleton tracking in optical motion capture. ICRA Tobias Schubert, Katharina Eggensperger, Alexis Gkogkidis, Frank Hutter, Tonio Ball, Wolfram Burgard
2016	J	`jnl`	Electrical Stimulation of the Human Cerebral Cortex by Extracranial Muscle Activity: Effect Quantification With Intracranial EEG and FEM Simulations. IEEE Trans. Biomed. Eng. Lukas Dominique Josef Fiederer, Jacob Lahr, Johannes Vorwerk, Felix Lucka, Ad Aertsen, Carsten H. Wolters, Andreas Schulze-Bonhage, Tonio Ball
2016	J	`jnl`	New Perspectives on Neuroengineering and Neurotechnologies: NSF-DFG Workshop Report. IEEE Trans. Biomed. Eng. Chet T. Moritz, Patrick Ruther, Sara Goering, Alfred Stett, Tonio Ball, Wolfram Burgard, Eric H. Chudler, Rajesh P. N. Rao
2016	J	`jnl`	The role of blood vessels in high-resolution volume conductor head modeling of EEG. NeuroImage 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
2015	A*	`conf`	An autonomous robotic assistant for drinking. ICRA Sebastian Schroer, Ingo Killmann, Barbara Frank, Martin Voelker, Lukas Dominique Josef Fiederer, Tonio Ball, Wolfram Burgard
2015	A*	`conf`	Automatic initialization for skeleton tracking in optical motion capture. ICRA Tobias Schubert, Alexis Gkogkidis, Tonio Ball, Wolfram Burgard
2015	J	`jnl`	Causal and anti-causal learning in pattern recognition for neuroimaging. CoRR Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2015	J	`jnl`	Causal interpretation rules for encoding and decoding models in neuroimaging. CoRR Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2015	J	`jnl`	Causal interpretation rules for encoding and decoding models in neuroimaging. NeuroImage Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2015	—	`conf`	Wireless power distribution system for brain implants. I2MTC Tobias Volk, Adnan Yousaf, Joan Albesa, Sebastian Stoecklin, Shah Hussain, Constantin Alexis Gkogkidis, Tonio Ball, Leonhard M. Reindl
2014	A	`conf`	A brain-computer interface for high-level remote control of an autonomous, reinforcement-learning-based robotic system for reaching and grasping. IUI Thomas Lampe, Lukas Dominique Josef Fiederer, Martin Voelker, Alexander Knorr, Martin A. Riedmiller, Tonio Ball
2014	—	`conf`	Causal and anti-causal learning in pattern recognition for neuroimaging. PRNI Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2014	—	`conf`	Decoding index finger position from EEG using random forests. CIP Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2013	J	`jnl`	Co-localizing linguistic and musical syntax with intracranial EEG. NeuroImage 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
2013	J	`jnl`	Heart cycle-related effects on event-related potentials, spectral power changes, and connectivity patterns in the human ECoG. NeuroImage Markus Kern, Ad Aertsen, Andreas Schulze-Bonhage, Tonio Ball
2013	J	`jnl`	Somatotopic mapping of natural upper- and lower-extremity movements and speech production with high gamma electrocorticography. NeuroImage Johanna Ruescher, Olga Iljina, Dirk-Matthias Altenmüller, Ad Aertsen, Andreas Schulze-Bonhage, Tonio Ball
2013	J	`jnl`	Traveling waves and trial averaging: The nature of single-trial and averaged brain responses in large-scale cortical signals. NeuroImage 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
2012	J	`jnl`	Decoding natural grasp types from human ECoG. NeuroImage Tobias Pistohl, Andreas Schulze-Bonhage, Ad Aertsen, Carsten Mehring, Tonio Ball
2011	—	`conf`	Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach. NIPS Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Liqing Zhang, Tonio Ball, Andreas Schulze-Bonhage, Andrzej Cichocki
2009	J	`jnl`	Signal quality of simultaneously recorded invasive and non-invasive EEG. NeuroImage Tonio Ball, Markus Kern, Isabella Mutschler, Ad Aertsen, Andreas Schulze-Bonhage
2008	J	`jnl`	Movement related activity in the high gamma range of the human EEG. NeuroImage Tonio Ball, Evariste Demandt, Isabella Mutschler, Eva Neitzel, Carsten Mehring, Klaus Vogt, Ad Aertsen, Andreas Schulze-Bonhage