Graduate course, FAU Erlangen-Nürnberg, Department Artificial Intelligence in Biomedical Engineering, 2023
This course gives an introduction to explainable and interpretable methods and approaches in machine learning. We discuss prominent concepts in explainable machine learning, analyze and compare their potential and shortcomings, and apply them to example problems.
Graduate course, FAU Erlangen-Nürnberg, Department Artificial Intelligence in Biomedical Engineering, 2022
This course is concerned with methods of artificial intelligence that enable biomimetic motor learning in intelligent systems.
Graduate course, FAU Erlangen-Nürnberg, Department Artificial Intelligence in Biomedical Engineering, 2021
This course is concerned with inertial sensor technologies and sensor fusion methods for motion tracking of aerial/ground/water vehicles, robotic systems and human body segments.