Tonio Ball

1. Deep learning with convolutional neural networks for EEG decoding and visualization
   2017/03/15 by Robin Tibor Schirrmeister, Jost Tobias Springenberg, Lukas D. J. Fiederer +7 · 1 voice · 188 citations
   Neuroscience · Engineering · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Advanced Memory and Neural Computing
2. EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals
   2018/06/05 by Kay Gregor Hartmann, Hartmann, Kay Gregor, Robin Tibor Schirrmeister +3 · 7 citations
   Neuroscience · #Neural dynamics and brain function #EEG and Brain-Computer Interfaces #Functional Brain Connectivity Studies
3. Deep learning with convolutional neural networks for decoding and\n visualization of EEG pathology
   2017/08/26 by Robin Tibor Schirrmeister, Schirrmeister, Robin Tibor, Lukas Gemein +7 · 5 citations
   Medicine · Neuroscience · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
4. Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features
   2020/06/18 by Robin Tibor Schirrmeister, Yuxuan Zhou, Schirrmeister, Robin Tibor +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Neural and Evolutionary Computing (cs.NE)
5. Neuro-Inspired Inverse Learning for Planning and Control
   2026/05/22 by Maryna Kapitonova, Tonio Ball · 1 voice
   Computer Science · #cs.AI
6. When less is more: Simplifying inputs aids neural network understanding
   2022/01/14 by Robin Tibor Schirrmeister, Schirrmeister, Robin Tibor, Rosanne Liu +5 · 1 voice
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #cs.CV #cs.LG
7. Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning
   2023/09/22 by Lukas Gemein, Robin Tibor Schirrmeister, Gemein, Lukas AW +5 · 1 citation
   Neuroscience · #EEG and Brain-Computer Interfaces #Functional Brain Connectivity Studies #Neural dynamics and brain function
8. Human-AI Teaming Using Large Language Models: Boosting Brain-Computer Interfacing (BCI) and Brain Research
   2024/12/30 by Maryna Kapitonova, Tonio Ball, Kapitonova, Maryna +1 · 2 citations
   Computer Science · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems
9. Training Generative Reversible Networks
   2018/06/05 by Robin Tibor Schirrmeister, Schirrmeister, Robin Tibor, Patryk Chrabąszcz +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
10. EEG-CLIP : Learning EEG representations from natural language descriptions
    2025/03/18 by Tidiane Camaret Ndir, Robin Tibor Schirrmeister, Ndir, Tidiane Camaret +3 · 2 citations
    Computer Science · Neuroscience · #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Signal Processing (eess.SP) #Topic Modeling #electronic engineering #information engineering
11. Deep Riemannian Networks for End-to-End EEG Decoding
    2022/12/20 by Daniel J. Wilson, Robin Tibor Schirrmeister, Wilson, Daniel +5 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Signal Processing (eess.SP) #electronic engineering #information engineering