Dear all, welcome to FYS5429/9429. Our first lecture is Thursday January 22 at 1015am to 12pm. We have also set aside an eventual lab session from 12.15pm to 2pm on Thursdays. Our lecture room is F?434 at the Department of Physics.?
You can attend remotely via zoom at the link https://uio.zoom.us/my/mortenhj
All lectures will be recorded and posted, together with whiteboard notes.
The emphasis is on deep learning algorithms, starting with the mathematics of neural networks (NNs), moving on to convolutional NNs (CNNs) and recurrent NNs (RNNs), autoencoders, graph neural networks and other dimensionality reduction methods to finally discuss generative methods. These will include Boltzmann machines, variational autoencoders, generalized adversarial networks, diffusion methods, reinforcement learning and more. ?See the course GitHub link for more information, weekly plans and more?https://gith...