Simon M. Hofmann

According to our database, Simon M. Hofmann authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Revealing the learning process in reinforcement learning agents through attention-oriented metrics.

Charlotte Beylier, Simon M. Hofmann, Nico Scherf

CoRR, 2024

EEG-Features for Generalized Deepfake Detection.

Arian Beckmann, Tilman Stephani, Felix Klotzsche, Yonghao Chen, Simon M. Hofmann, Arno Villringer, Michael Gaebler, Vadim V. Nikulin, Sebastian Bosse, Peter Eisert, Anna Hilsmann

CoRR, 2024

2023

Interpreting Deep Learning Models for Multi-modal Neuroimaging.

Klaus-Robert Müller, Simon M. Hofmann

Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023

2022

Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain.

Simon M. Hofmann, Frauke Beyer, Sebastian Lapuschkin, Ole Goltermann, Markus Loeffler, Klaus-Robert Müller, Arno Villringer, Wojciech Samek, Anja Veronica Witte

NeuroImage, 2022

2020

The Role of Co-Representations in Joint Tracking.

Ekaterina Sangati, Simon M. Hofmann

Proceedings of the 2020 Conference on Artificial Life, 2020

2018

Using EEG to Decode Subjective Levels of Emotional Arousal During an Immersive VR Roller Coaster Ride.

Felix Klotzsche, Alberto Mariola, Simon M. Hofmann, Vadim V. Nikulin, Arno Villringer, Michael Gaebler

Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

Decoding Subjective Emotional Arousal during a Naturalistic VR Experience from EEG Using LSTMs.

Simon M. Hofmann, Felix Klotzsche, Alberto Mariola, Vadim V. Nikulin, Arno Villringer, Michael Gaebler

Proceedings of the 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2018