Lecture, University of Tuebingen, Cognitive Sciences, 2023
This lecture gives a short introduction to the biological foundations of neural networks, the most important algorithms of artificial neural networks and their underlying theory.
Proeminar, University of Tuebingen, Cognitive Sciences, 2022
This seminar aims to cover basic concepts in the field of deep learning. A special focus is on different learning paradigms, optimization, recent advances in CNNs, deep learning frameworks and applications for deep neural networks.
Proeminar, University of Tuebingen, Cognitive Sciences, 2022
This seminar aims to cover basic concepts in the field of deep learning. A special focus is on recurrent neural networks, autoencoders, transfer learning, training strategies and generative adversarial networks.
Seminar, University of Tuebingen, Cognitive Sciences, 2021
This seminar aims to cover current topics in the field of deep learning such as Neural Style Transfer, Adversarial Robustness, Graph Neural Networks, Advanced Optimization Strategies, Neural Architecture Search etc.