Tonio Ball

According to our database1, Tonio Ball authored at least 55 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning.
CoRR, 2023

2022
A reusable benchmark of brain-age prediction from M/EEG resting-state signals.
NeuroImage, 2022

Deep Riemannian Networks for EEG Decoding.
CoRR, 2022

A Framework for Preserving Privacy and Cybersecurity in Brain-Computer Interfacing Applications.
CoRR, 2022

When less is more: Simplifying inputs aids neural network understanding.
CoRR, 2022

A Modular, Adaptive, Deep-Learning-Based Brain-VR Interface.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

2021
Blink- and saccade-related suppression effects in early visual areas of the human brain: Intracranial EEG investigations during natural viewing conditions.
NeuroImage, 2021

The CLAIRE COVID-19 initiative: approach, experiences and recommendations.
Ethics Inf. Technol., 2021

Towards a Governance Framework for Brain Data.
CoRR, 2021

2020
Machine-learning-based diagnostics of EEG pathology.
NeuroImage, 2020

Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
A service assistant combining autonomous robotics, flexible goal formulation, and deep-learning-based brain-computer interfacing.
Robotics Auton. Syst., 2019

Large-scale cortical travelling waves predict localized future cortical signals.
PLoS Comput. Biol., 2019

neurone_loader: A Python module for loading EEG data recorded with Bittium NeurOne.
J. Open Source Softw., 2019

Hybrid Brain-Computer-Interfacing for Human-Compliant Robots: Inferring Continuous Subjective Ratings With Deep Regression.
Frontiers Neurorobotics, 2019

Deep Invertible Networks for EEG-based brain-signal decoding.
CoRR, 2019

Brain Activity in Virtual Reality: Assessing Signal Quality of High-Resolution EEG While Using Head-Mounted Displays.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

A Research Framework for Virtual-Reality Neurosurgery Based on Open-Source Tools.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

2018
The dynamics of error processing in the human brain as reflected by high-gamma activity in noninvasive and intracranial EEG.
NeuroImage, 2018

Computationally optimized ECoG stimulation with local safety constraints.
NeuroImage, 2018

The role of robot design in decoding error-related information from EEG signals of a human observer.
CoRR, 2018

Cross-paradigm pretraining of convolutional networks improves intracranial EEG decoding.
CoRR, 2018

A framework for large-scale evaluation of deep learning for EEG.
CoRR, 2018

EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals.
CoRR, 2018

Generative Reversible Networks.
CoRR, 2018

Intracranial Error Detection via Deep Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

A Large-Scale Evaluation Framework for EEG Deep Learning Architectures.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Cross-Paradigm Pretraining of Convolutional Networks Improves Intracranial EEG Decoding.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Neurophysiological Evaluation of a Customizable μECoG-based Wireless Brain Implant.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Deep transfer learning for error decoding from non-invasive EEG.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

Hierarchical internal representation of spectral features in deep convolutional networks trained for EEG decoding.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

The signature of robot action success in EEG signals of a human observer: Decoding and visualization using deep convolutional neural networks.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017
Deep learning with convolutional neural networks for decoding and visualization of EEG pathology.
CoRR, 2017

Brain Responses During Robot-Error Observation.
CoRR, 2017

Deep learning with convolutional neural networks for brain mapping and decoding of movement-related information from the human EEG.
CoRR, 2017

Acting thoughts: Towards a mobile robotic service assistant for users with limited communication skills.
Proceedings of the 2017 European Conference on Mobile Robots, 2017

2016
New Perspectives on Neuroengineering and Neurotechnologies: NSF-DFG Workshop Report.
IEEE Trans. Biomed. Eng., 2016

Electrical Stimulation of the Human Cerebral Cortex by Extracranial Muscle Activity: Effect Quantification With Intracranial EEG and FEM Simulations.
IEEE Trans. Biomed. Eng., 2016

The role of blood vessels in high-resolution volume conductor head modeling of EEG.
NeuroImage, 2016

Automatic bone parameter estimation for skeleton tracking in optical motion capture.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Causal interpretation rules for encoding and decoding models in neuroimaging.
NeuroImage, 2015

Automatic initialization for skeleton tracking in optical motion capture.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

An autonomous robotic assistant for drinking.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Wireless power distribution system for brain implants.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Causal and anti-causal learning in pattern recognition for neuroimaging.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

A brain-computer interface for high-level remote control of an autonomous, reinforcement-learning-based robotic system for reaching and grasping.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

Decoding index finger position from EEG using random forests.
Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014

2013
Co-localizing linguistic and musical syntax with intracranial EEG.
NeuroImage, 2013

Somatotopic mapping of natural upper- and lower-extremity movements and speech production with high gamma electrocorticography.
NeuroImage, 2013

Heart cycle-related effects on event-related potentials, spectral power changes, and connectivity patterns in the human ECoG.
NeuroImage, 2013

Traveling waves and trial averaging: The nature of single-trial and averaged brain responses in large-scale cortical signals.
NeuroImage, 2013

2012
Decoding natural grasp types from human ECoG.
NeuroImage, 2012

2011
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2009
Signal quality of simultaneously recorded invasive and non-invasive EEG.
NeuroImage, 2009

2008
Movement related activity in the high gamma range of the human EEG.
NeuroImage, 2008


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