Tonio Ball

Associate Professor, Uniklinik Freiburg

Joined

July 2019

Names

Tonio Ball

Emails

****@uniklinik-freiburg.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

Uniklinik Freiburg (uniklinik-freiburg.de)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

AI for quantum technology

2020 – Present

neuro-AI

2005 – Present

brain-computer interfaces

1995 – Present

machine learning for biosignals

1995 – Present

human neuroscience

1995 – Present

Publications

Multi-BK-Net: Multi-Branch Multi-Kernel Convolutional Neural Networks for Clinical EEG Analysis
Ann-Kathrin Kiessner, Tonio Ball, Joschka Boedecker
- Accepted by TMLR
- Readers: Everyone
CoordConformer: Heterogenous EEG datasets decoding using Transformers
Sharat Patil, Robin Tibor Schirrmeister, Frank Hutter, Tonio Ball
- ICML 2024 Workshop GRaM
- Readers: Everyone
Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features
Robin Tibor Schirrmeister, Yuxuan Zhou, Tonio Ball, Dan Zhang
- 16 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Causal interpretation rules for encoding and decoding models in neuroimaging
Sebastian Weichwald, Timm Meyer, Ozan Ozdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
- 17 Jan 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Causal and anti-causal learning in pattern recognition for neuroimaging
Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
- 17 Jan 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
When less is more: Simplifying inputs aids neural network understanding
Robin Tibor Schirrmeister, Rosanne Liu, Sara Hooker, Tonio Ball
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach
Qibin Zhao, Cesar F. Caiafa, Danilo P. Mandic, Liqing Zhang, Tonio Ball, Andreas Schulze-Bonhage, Andrzej Cichocki
- 2011 (modified: 11 Nov 2022)
- NIPS 2011
- Readers: Everyone

Tonio Ball

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Multi-BK-Net: Multi-Branch Multi-Kernel Convolutional Neural Networks for Clinical EEG Analysis

CoordConformer: Heterogenous EEG datasets decoding using Transformers

Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features

Causal interpretation rules for encoding and decoding models in neuroimaging

Causal and anti-causal learning in pattern recognition for neuroimaging

When less is more: Simplifying inputs aids neural network understanding

Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach

Co-Authors