First week of lectures and lab_澳门葡京手机版app下载

mhjensen
2025-01-22T11:16:22.586Z
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www.uio.no

Dear all, welcome to FYS5429/9429. Our first lecture is Thursday January 23 at 1215pm to 2pm. We have also set aside an eventual lab session from 2pm to 4pm on Thursdays. Our lecture room is F?434 at the Department of Physics. For those who cannot attend in person, the zoom link is https://msu.zoom.us/j/99649445421 Meeting ID: 996 4944 5421 and all lectures will be recorded.

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 and other. See the course GitHub link for more information, weekly plans and more http...