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2020 – today
- 2024
[j22]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: 108681 (2024)- 2023
- [i24]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 abs/2310.07029 (2023) - 2022
- [j21]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: 119521 (2022) - [c20]Maryna Kapitonova, Zacharias Häringer, Eric Bongk, Tonio Ball:
A Modular, Adaptive, Deep-Learning-Based Brain-VR Interface. SCIS/ISIS 2022: 1-4 - [i23]Robin Tibor Schirrmeister, Rosanne Liu, Sara Hooker, Tonio Ball:
When less is more: Simplifying inputs aids neural network understanding. CoRR abs/2201.05610 (2022) - [i22]Maryna Kapitonova, Philipp Kellmeyer, Simon Vogt, Tonio Ball:
A Framework for Preserving Privacy and Cybersecurity in Brain-Computer Interfacing Applications. CoRR abs/2209.09653 (2022) - [i21]Daniel Wilson, Robin Tibor Schirrmeister, Lukas Alexander Wilhelm Gemein, Tonio Ball:
Deep Riemannian Networks for EEG Decoding. CoRR abs/2212.10426 (2022) - 2021
- [j20]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:
The CLAIRE COVID-19 initiative: approach, experiences and recommendations. Ethics Inf. Technol. 23(S1): 127-133 (2021) - [j19]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: 117788 (2021) - [i20]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:
Towards a Governance Framework for Brain Data. CoRR abs/2109.11960 (2021) - 2020
- [j18]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: 117021 (2020) - [c19]Robin Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang:
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features. NeurIPS 2020 - [i19]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 abs/2002.05115 (2020) - [i18]Robin Tibor Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang:
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features. CoRR abs/2006.10848 (2020)
2010 – 2019
- 2019
- [j17]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: 76 (2019) - [j16]Felix A. Heilmeyer, Tonio Ball:
neurone_loader: A Python module for loading EEG data recorded with Bittium NeurOne. J. Open Source Softw. 4(42): 1626 (2019) - [j15]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) - [j14]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: 98-113 (2019) - [c18]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: 922-924 - [c17]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: 970-971 - [i17]Robin Tibor Schirrmeister, Tonio Ball:
Deep Invertible Networks for EEG-based brain-signal decoding. CoRR abs/1907.07746 (2019) - [i16]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 abs/1908.05188 (2019) - 2018
- [j13]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: 35-48 (2018) - [j12]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: 564-579 (2018) - [c16]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: 1-6 - [c15]Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball:
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding. BCI 2018: 1-6 - [c14]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: 1-6 - [c13]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: 2953-2956 - [c12]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: 568-575 - [c11]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: 1039-1045 - [c10]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: 1046-1053 - [i15]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 abs/1805.01667 (2018) - [i14]Robin Tibor Schirrmeister, Patryk Chrabaszcz, Frank Hutter, Tonio Ball:
Generative Reversible Networks. CoRR abs/1806.01610 (2018) - [i13]Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball:
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals. CoRR abs/1806.01875 (2018) - [i12]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 abs/1806.07741 (2018) - [i11]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 abs/1806.09532 (2018) - [i10]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 abs/1807.01597 (2018) - 2017
- [c9]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: 1-6 - [i9]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 abs/1703.05051 (2017) - [i8]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 abs/1707.06633 (2017) - [i7]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 abs/1708.01465 (2017) - [i6]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 abs/1708.08012 (2017) - [i5]Martin Völker, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Wolfram Burgard, Tonio Ball:
Deep Transfer Learning for Error Decoding from Non-Invasive EEG. CoRR abs/1710.09139 (2017) - [i4]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 abs/1711.06068 (2017) - [i3]Kay Gregor Hartmann, Robin Tibor Schirrmeister, Tonio Ball:
Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding. CoRR abs/1711.07792 (2017) - 2016
- [j11]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: 193-208 (2016) - [j10]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): 1354-1367 (2016) - [j9]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): 2552-2563 (2016) - [c8]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: 5548-5554 - 2015
- [j8]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: 48-59 (2015) - [c7]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: 1249-1254 - [c6]Tobias Schubert, Alexis Gkogkidis, Tonio Ball, Wolfram Burgard:
Automatic initialization for skeleton tracking in optical motion capture. ICRA 2015: 734-739 - [c5]Sebastian Schroer, Ingo Killmann, Barbara Frank, Martin Voelker, Lukas Dominique Josef Fiederer, Tonio Ball, Wolfram Burgard:
An autonomous robotic assistant for drinking. ICRA 2015: 6482-6487 - [i2]Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup:
Causal interpretation rules for encoding and decoding models in neuroimaging. CoRR abs/1511.04780 (2015) - [i1]Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup:
Causal and anti-causal learning in pattern recognition for neuroimaging. CoRR abs/1512.04808 (2015) - 2014
- [c4]Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup:
Decoding index finger position from EEG using random forests. CIP 2014: 1-6 - [c3]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: 83-88 - [c2]Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup:
Causal and anti-causal learning in pattern recognition for neuroimaging. PRNI 2014: 1-4 - 2013
- [j7]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: 134-146 (2013) - [j6]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: 95-112 (2013) - [j5]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: 164-177 (2013) - [j4]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: 178-190 (2013) - 2012
- [j3]Tobias Pistohl, Andreas Schulze-Bonhage, Ad Aertsen, Carsten Mehring, Tonio Ball:
Decoding natural grasp types from human ECoG. NeuroImage 59(1): 248-260 (2012) - 2011
- [c1]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: 1269-1277
2000 – 2009
- 2009
- [j2]Tonio Ball, Markus Kern, Isabella Mutschler, Ad Aertsen, Andreas Schulze-Bonhage:
Signal quality of simultaneously recorded invasive and non-invasive EEG. NeuroImage 46(3): 708-716 (2009) - 2008
- [j1]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): 302-310 (2008)
Coauthor Index
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last updated on 2024-10-07 21:21 CEST by the dblp team
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