Tonio Ball

9.3k total citations · 1 hit paper
94 papers, 6.1k citations indexed

About

Tonio Ball is a scholar working on Cognitive Neuroscience, Cellular and Molecular Neuroscience and Electrical and Electronic Engineering. According to data from OpenAlex, Tonio Ball has authored 94 papers receiving a total of 6.1k indexed citations (citations by other indexed papers that have themselves been cited), including 83 papers in Cognitive Neuroscience, 32 papers in Cellular and Molecular Neuroscience and 8 papers in Electrical and Electronic Engineering. Recurrent topics in Tonio Ball's work include EEG and Brain-Computer Interfaces (66 papers), Neural dynamics and brain function (40 papers) and Neuroscience and Neural Engineering (31 papers). Tonio Ball is often cited by papers focused on EEG and Brain-Computer Interfaces (66 papers), Neural dynamics and brain function (40 papers) and Neuroscience and Neural Engineering (31 papers). Tonio Ball collaborates with scholars based in Germany, Switzerland and United States. Tonio Ball's co-authors include Andreas Schulze‐Bonhage, Ad Aertsen, Robin Tibor Schirrmeister, Wolfram Burgard, Lukas D. J. Fiederer, Frank Hutter, Katharina Eggensperger, Michael Tangermann, Jost Tobias Springenberg and Martin Glasstetter and has published in prestigious journals such as PLoS ONE, NeuroImage and The Journal of Comparative Neurology.

In The Last Decade

Tonio Ball

91 papers receiving 6.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep learning with convolutional neural networks for EEG decoding and visualization

2017 2.1k citations Robin Tibor Schirrmeister, Jost Tobias Springenberg et al. Human Brain Mapping profile →

Peers

Countries citing papers authored by Tonio Ball

Since Specialization

Citations

This map shows the geographic impact of Tonio Ball's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Tonio Ball with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tonio Ball more than expected).

Fields of papers citing papers by Tonio Ball

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tonio Ball. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Tonio Ball. The network helps show where Tonio Ball may publish in the future.

Co-authorship network of co-authors of Tonio Ball

This figure shows the co-authorship network connecting the top 25 collaborators of Tonio Ball. A scholar is included among the top collaborators of Tonio Ball based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Tonio Ball. Tonio Ball is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Brain age revisited: Investigating the state vs. trait hypotheses of EEG-derived brain-age dynamics with deep learning 2024 ·Imaging Neuroscience ·(unknown), Robin Tibor Schirrmeister, Joschka Boedecker, Tonio Ball	5
2	Interpretable functional specialization emerges in deep convolutional networks trained on brain signals 2022 ·Journal of Neural Engineering ·(unknown), Robin Tibor Schirrmeister, Karl Hartmann, Petr Marusič, Andreas Schulze‐Bonhage, Tonio Ball	8
3	A Structured Approach to Test the Signal Quality of Electroencephalography Measurements During Use of Head-Mounted Displays for Virtual Reality Applications 2021 ·Frontiers in Neuroscience ·(unknown), (unknown), Hisham Alwanni, Lukas D. J. Fiederer, Xi Wang, (unknown), (unknown), Marc Erich Latoschik, Tonio Ball	19
4	The CLAIRE COVID-19 initiative: approach, experiences and recommendations 2021 ·Ethics and Information Technology ·Gianluca Bontempi, Ricardo Chavarriaga, (unknown), (unknown), Holger H. Hoos, (unknown), Tonio Ball, Ann Nowé, (unknown), Davide Bacciu, Marco Aldinucci, (unknown), Alessandro Saffiotti, Marco Maratea	2
5	Blink- and saccade-related suppression effects in early visual areas of the human brain: Intracranial EEG investigations during natural viewing conditions 2021 ·NeuroImage ·Markus Kern, Andreas Schulze‐Bonhage, Tonio Ball	10
6	Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features. 2020 ·Neural Information Processing Systems ·Robin Tibor Schirrmeister, (unknown), Tonio Ball, Dan Zhang	1
7	A transcallosal fibre system between homotopic inferior frontal regions supports complex linguistic processing 2019 ·European Journal of Neuroscience ·Philipp Kellmeyer, Magnus‐Sebastian Vry, Tonio Ball	2
8	Human motor cortex relies on sparse and action-specific activation during laughing, smiling and speech production 2019 ·Communications Biology ·Markus Kern, (unknown), (unknown), Andreas Schulze‐Bonhage, Tonio Ball	19
9	Electrophysiological correlates of neurodegeneration in motor and non-motor brain regions in amyotrophic lateral sclerosis—implications for brain–computer interfacing 2018 ·Journal of Neural Engineering ·Philipp Kellmeyer, Moritz Grosse‐Wentrup, Andreas Schulze‐Bonhage, Ulf Ziemann, Tonio Ball	14
10	Real-life speech production and perception have a shared premotor-cortical substrate 2018 ·Scientific Reports ·(unknown), Johanna Derix, Rajbir Kaur, Andreas Schulze‐Bonhage, Peter Auer, Ad Aertsen, Tonio Ball	27
11	Closed-loop interaction with the cerebral cortex using a novel micro-ECoG-based implant: the impact of beta vs. gamma stimulation frequencies on cortico-cortical spectral responses 2017 ·(unknown), Xi Wang, Tobias Schubert, (unknown), (unknown), Andreas Schulze‐Bonhage, Wolfram Burgard, Jörn Rickert, Jörg Haberstroh, (unknown), Thomas Stieglitz, Tonio Ball	9
12	Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG. 2017 ·arXiv (Cornell University) ·Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas D. J. Fiederer, Martin Glasstetter, Katharina Eggensperger, Michael Tangermann, Frank Hutter, Wolfram Burgard, Tonio Ball	41
13	Deep learning with convolutional neural networks for EEG decoding and visualization breakdown → 2017 ·Human Brain Mapping ·Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas D. J. Fiederer, Martin Glasstetter, Katharina Eggensperger, Michael Tangermann, Frank Hutter, Wolfram Burgard, Tonio Ball	2114
14	Grasp Detection from Human ECoG during Natural Reach-to-Grasp Movements 2013 ·PLoS ONE ·Tobias Pistohl, Thomas Schmidt, Tonio Ball, Andreas Schulze‐Bonhage, Ad Aertsen, Carsten Mehring	39
15	Detection of Error Related Neuronal Responses Recorded by Electrocorticography in Humans during Continuous Movements 2013 ·PLoS ONE ·Tomislav Milekovic, Tonio Ball, Andreas Schulze‐Bonhage, Ad Aertsen, Carsten Mehring	37
16	Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach 2011 ·Conicet ·Qibin Zhao, César F. Caiafa, Danilo P. Mandic, Liqing Zhang, Tonio Ball, Andreas Schulze‐Bonhage, Andrzej Cichocki	17
17	Evaluation of μECoG electrode arrays in the minipig: Experimental procedure and neurosurgical approach 2011 ·Journal of Neuroscience Methods ·Mortimer Gierthmuehlen, Tonio Ball, (unknown), Xi Wang, (unknown), (unknown), Thomas M. Freiman, Thomas Stieglitz, Jan Kaminsky	17
18	Differential representation of arm movement direction in relation to cortical anatomy and function 2009 ·Journal of Neural Engineering ·Tonio Ball, Andreas Schulze‐Bonhage, Ad Aertsen, Carsten Mehring	102
19	Response Properties of Human Amygdala Subregions: Evidence Based on Functional MRI Combined with Probabilistic Anatomical Maps 2007 ·PLoS ONE ·Tonio Ball, Benjamin Rahm, Simon B. Eickhoff, Andreas Schulze‐Bonhage, Oliver Speck, Isabella Mutschler	130
20	The Role of Higher-Order Motor Areas in Voluntary Movement as Revealed by High-Resolution EEG and fMRI 1999 ·NeuroImage ·Tonio Ball, A. Schreiber, Bernd Feige, Michael Wagner, Carl Hermann Lücking, Rumyana Kristeva-Feige	293

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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