Deep learning methods
- Deep learning
- Neural networks and deep learning;
- Convolutional neural networks;
- Recurrent neural networks;
- Autoencoders
- Generative methods with an emphasis on Boltzmann Machines, Variational Autoencoders and Generalized Adversarial Networks(covered by FYS5429);
Hands-on demonstrations, exercises and projects aim at deepening your understanding of these topics.