Plans for week 44, October 27-31_澳门葡京手机版app下载

mhjensen
2025-10-27T06:36:28.548Z
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www.uio.no

Dear all, welcome back to a new exciting week!

This week we plan to wrap up our discussions from last week on how to solve differential equations with neural networks (first lecture). Thereafter we start discussing the whys and hows of convolutional neural networks (CNN) and parts of their mathematical foundations. Next week we will show how we can construct codes for CNNs (relevant for project 3) and how to deal with image classification. Thereafter, for our last weeks of the semester, we will focus on other deep learning methods such as recurrent neural networks (basis of LLMs and studies of timeseries) and finally autoencoders.

The exercises this week mimick those of week 39, that is getting started with the report for project 2.

Here's the detailed plan with reading suggestions plus videos.

Plan for week 44

Material for the lecture Monday October 27, 2025....