Robin Schirrmeister
According to our database1,
Robin Schirrmeister
authored at least 27 papers
between 2015 and 2024.
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Bibliography
2024
2023
Brain Age Revisited: Investigating the State vs. Trait Hypotheses of EEG-derived Brain-Age Dynamics with Deep Learning.
CoRR, 2023
2022
On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning.
CoRR, 2022
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
Hybrid Brain-Computer-Interfacing for Human-Compliant Robots: Inferring Continuous Subjective Ratings With Deep Regression.
Frontiers Neurorobotics, 2019
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
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals.
CoRR, 2018
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
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
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
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
2015
Proceedings of the Web and Wireless Geographical Information Systems, 2015
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015