Tonio Ball

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Andreas Schulze-BonhageProfessor der Medizin, Albert-Ludwigs-Universität FreiburgVerified email at uniklinik-freiburg.de
Robin Tibor SchirrmeisterPhD Candidate, Neuromedical AI Lab and Machine Learning Lab, University FreiburgVerified email at uniklinik-freiburg.de
Lukas D. J. FiedererManagement Trainee, Bosch Center for Artificial Intelligence, Renningen, GermanyVerified email at bosch.com
Wolfram BurgardProfessor of Computer Science, Technical University of NurembergVerified email at utn.de
Carsten MehringUniversity of Freiburg, Bernstein Center and Faculty of BiologyVerified email at biologie.uni-freiburg.de
Frank HutterELLIS Institute Tübingen & Professor, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Oliver SpeckProfessor für Physik, Otto-von-Guericke UniversitätVerified email at ovgu.de
Martin VölkerRobert Bosch Quantum SensorsVerified email at pluto.uni-freiburg.de
Dr. Markus KernUniklinik FreiburgVerified email at uniklinik-freiburg.de
Katharina EggenspergerEarly Career Group Leader "AutoML for Science" | University of TübingenVerified email at uni-tuebingen.de
C. Alexis GkogkidisCorTec GmbHVerified email at cortec-neuro.com
Michael TangermannDonders Insitute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands, andVerified email at donders.ru.nl
Joschka BoedeckerProfessor of Computer Science, University of Freiburg, GermanyVerified email at informatik.uni-freiburg.de
Prof Dr med Philipp Kellmeyer, MD, M...Juniorprofessor for Responsible AI & Digital Health, U Mannheim; U Freiburg - Medical CenterVerified email at uniklinik-freiburg.de
Thomas StieglitzAlbert-Ludwigs-Universität Freiburg, IMTEK, Lehrstuhl für Biomedizinische MikrotechnikVerified email at imtek.de
Jürgen HENNIGProf. of Medical Physics, University Medical Center FreiburgVerified email at uniklinik-freiburg.de
Erich SeifritzProfessor of Psychiatry, University of ZürichVerified email at bli.uzh.ch
Bernd FeigeWiss. Angestellter, Universitätsklinik FreiburgVerified email at uniklinik-freiburg.de
Simon B. EickhoffInstitut for Systems Neuroscience, Heinrich-Heine-Universität DüsseldorfVerified email at uni-duesseldorf.de
Tomislav MilekovicLausanne University Hospital (CHUV)Verified email at epfl.ch

Tonio Ball

Neuromedical AI Lab Uni Freiburg, NeuroMentum AI (CEO)

Verified email at uniklinik-freiburg.de - Homepage

Brain-Computer Interfacing Neurotechnology EEG Medical AI Deep Learning


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Deep learning with convolutional neural networks for EEG decoding and visualization RT Schirrmeister, JT Springenberg, LDJ Fiederer, M Glasstetter, ... Human brain mapping 38 (11), 5391-5420, 2017	3287	2017
Signal quality of simultaneously recorded invasive and non-invasive EEG T Ball, M Kern, I Mutschler, A Aertsen, A Schulze-Bonhage Neuroimage 46 (3), 708-716, 2009	521	2009
The role of higher-order motor areas in voluntary movement as revealed by high-resolution EEG and fMRI T Ball, A Schreiber, B Feige, M Wagner, CH Lücking, R Kristeva-Feige Neuroimage 10 (6), 682-694, 1999	461	1999
Prediction of arm movement trajectories from ECoG-recordings in humans T Pistohl, T Ball, A Schulze-Bonhage, A Aertsen, C Mehring Journal of neuroscience methods 167 (1), 105-114, 2008	431	2008
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals KG Hartmann, RT Schirrmeister, T Ball arXiv preprint arXiv:1806.01875, 2018	346	2018
Decoding natural grasp types from human ECoG T Pistohl, A Schulze-Bonhage, A Aertsen, C Mehring, T Ball Neuroimage 59 (1), 248-260, 2012	304	2012
Functional organization of the human anterior insular cortex I Mutschler, B Wieckhorst, S Kowalevski, J Derix, J Wentlandt, ... Neuroscience letters 457 (2), 66-70, 2009	302	2009
Movement related activity in the high gamma range of the human EEG T Ball, E Demandt, I Mutschler, E Neitzel, C Mehring, K Vogt, A Aertsen, ... Neuroimage 41 (2), 302-310, 2008	300	2008
A review on directional information in neural signals for brain-machine interfaces S Waldert, T Pistohl, C Braun, T Ball, A Aertsen, C Mehring Journal of Physiology-Paris 103 (3-5), 244-254, 2009	296	2009
Response properties of human amygdala subregions: evidence based on functional MRI combined with probabilistic anatomical maps T Ball, B Rahm, SB Eickhoff, A Schulze-Bonhage, O Speck, I Mutschler PloS one 2 (3), e307, 2007	254	2007
Machine-learning-based diagnostics of EEG pathology LAW Gemein, RT Schirrmeister, P Chrabąszcz, D Wilson, J Boedecker, ... NeuroImage 220, 117021, 2020	229	2020
Heart cycle-related effects on event-related potentials, spectral power changes, and connectivity patterns in the human ECoG M Kern, A Aertsen, A Schulze-Bonhage, T Ball Neuroimage 81, 178-190, 2013	165	2013
Differential representation of arm movement direction in relation to cortical anatomy and function T Ball, A Schulze-Bonhage, A Aertsen, C Mehring Journal of neural engineering 6 (1), 016006, 2009	156	2009
Comparing information about arm movement direction in single channels of local and epicortical field potentials from monkey and human motor cortex C Mehring, MP Nawrot, SC de Oliveira, E Vaadia, A Schulze-Bonhage, ... Journal of Physiology-Paris 98 (4-6), 498-506, 2004	136	2004
A rapid sound-action association effect in human insular cortex I Mutschler, A Schulze-Bonhage, V Glauche, E Demandt, O Speck, T Ball PloS one 2 (2), e259, 2007	129	2007
Causal interpretation rules for encoding and decoding models in neuroimaging S Weichwald, T Meyer, O Özdenizci, B Schölkopf, T Ball, ... Neuroimage 110, 48-59, 2015	125	2015
Anatomical specificity of functional amygdala imaging of responses to stimuli with positive and negative emotional valence T Ball, J Derix, J Wentlandt, B Wieckhorst, O Speck, A Schulze-Bonhage, ... Journal of neuroscience methods 180 (1), 57-70, 2009	121	2009
Pain and emotion in the insular cortex: evidence for functional reorganization in major depression I Mutschler, T Ball, J Wankerl, IA Strigo Neuroscience letters 520 (2), 204-209, 2012	117	2012
Co-localizing linguistic and musical syntax with intracranial EEG D Sammler, S Koelsch, T Ball, A Brandt, M Grigutsch, HJ Huppertz, ... Neuroimage 64, 134-146, 2013	110	2013
Understanding anomaly detection with deep invertible networks through hierarchies of distributions and features R Schirrmeister, Y Zhou, T Ball, D Zhang Advances in Neural Information Processing Systems 33, 21038-21049, 2020	103	2020

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