Publikationen

Bremer, G. & Lappe, M. (2024) Predicting locomotion intention using eye movements and EEG with LSTM and transformers. 2024 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) IEEE, 2024. S. 21-30

Bremer, G., Stein, N., & Lappe, M. (2022). Machine Learning Prediction of Locomotion Intention from Walking and Gaze Data. Preprint International Journal of Semantic Computing, 1-24

Stein, N., Bremer, G., Lappe, M. (2022) Eye Tracking-based LSTM for Locomotion Prediction in VR. Proceedings of the IEEE Conference on Virtual Reality nd 3D User Interfaces (VR) (pp. 493-503). IEEE.

Bremer, G., Stein, N., Lappe, M. (2021) Predicting Future Position From Natural Walking and Eye Movements with Machine Learning. Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR) 2021, 19-28, doi:10.1109/AIVR52153.2021.00013

 

Academic CV

• Since 08/2021 PhD research project, Institute of Psychology University of Muenster (Advisor: Prof. Dr. Markus Lappe)

• 05/2021 M.Sc. Psychology, focus area 'Cognitive Neuroscience', University of Muenster

  Thesis: "Body Motion Prediction with Machine Learning based on Virtual Reality and Eye-Tracking Data"

• 11/2017-02/2020 Student assistant, Insitute for Psychology, University of Muenster

• 10/2018 B.Sc. Psychology, University of Muenster Thesis: "Effect of object motion on the control of self-motion in virtual reality"