Publications of Simon Hofmann

Journal Article (5)

2022
Journal Article
Hofmann, S., Beyer, F., Lapuschkin, S., Goltermann, O., Loeffler, M., Müller, K.-R., … Witte, A. V. (2022). Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain. NeuroImage. doi:10.1016/j.neuroimage.2022.119504
Journal Article
Govaart, G., Hofmann, S., & Medawar, E. (2022). The sustainability argument for open science. Collabra: Psychology, 8. doi:10.1525/collabra.35903
Journal Article
Kumral, D., Cesnaite, E., Beyer, F., Hofmann, S., Hensch, T., Sander, C., … Nikulin, V. V. (2022). Relationship between regional white matter hyperintensities and alpha oscillations in older adults. Neurobiology of Aging, 112, 1–11.
2021
Journal Article
Hofmann, S., Klotzsche, F., Mariola, A., Nikulin, V. V., Villringer, A., & Gaebler, M. (2021). Decoding subjective emotional arousal from EEG during an immersive virtual reality experience. ELife, 10. doi:10.7554/eLife.64812
2014
Journal Article
Cymek, D. H., Ruff, S., Hofmann, S., Venjakob, A. C., Lutz, O. H.-M., & Roetting, M. (2014). Entering PIN codes by smooth pursuit eye movements. Journal of Eye Movement Research, 7. doi:10.16910/jemr.7.4.1

Conference Paper (2)

2018
Conference Paper
Hofmann, S., Klotzsche, F., Mariola, A., Nikulin, V. V., Villringer, A., & Gaebler, M. (2018). Decoding subjective emotional arousal during a naturalistic VR experience from EEG using LSTMs. In 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). Taichung, Taiwan. doi:10.1109/AIVR.2018.00026
Conference Paper
Klotzsche, F., Mariola, A., Hofmann, S., Nikulin, V. V., Villringer, A., & Gaebler, M. (2018). Using EEG to decode subjective levels of emotional arousal during an immersive VR roller coaster ride. In 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). Reutlingen, Germany. doi:10.1109/VR.2018.8446275

Poster (2)

2018
Poster
Klotzsche, F., Mariola, A., Hofmann, S., Nikulin, V. V., Villringer, A., & Gaebler, M. Using EEG to decode subjective levels of emotional arousal during an immersive VR roller coaster ride. Poster presented at the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), Reutlingen, Germany. Retrieved from http://hdl.handle.net/21.11116/0000-0004-C44B-B
Poster
Mariola, A., Klotzsche, F., Hofmann, S., Nikulin, V. V., Villringer, A., & Gaebler, M. Neurophysiophenomenology – predicting emotional arousal from brain arousal in a virtual reality roller coaster. Poster presented at the MindBrainBody Symposium, Berlin, Germany. Retrieved from http://hdl.handle.net/21.11116/0000-0004-F056-C

Preprint (3)

2021
Preprint
Hofmann, S., Beyer, F., Lapuschkin, S., Loeffler, M., Müller, K.-R., Villringer, A., … Witte, A. V. (2021, August 26). Towards the interpretability of deep learning models for human neuroimaging. BioRxiv. doi:10.1101/2021.06.25.449906
Preprint
Govaart, G., Hofmann, S., & Medawar, E. (2021, June 30). The sustainability argument for open science. Open Science Framework (OSF). doi:10.31219/osf.io/abt8q
2020
Preprint
Hofmann, S., Klotzsche, F., Mariola, A., Nikulin, V. V., Villringer, A., & Gaebler, M. (2020, November 10). Decoding subjective emotional arousal from EEG during an immersive Virtual Reality experience. BioRxiv. doi:10.1101/2020.10.24.353722
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