Weekly update and plans for week 42_澳门葡京手机版app下载

mhjensen
2021-10-19T06:16:32.485Z
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www.uio.no

Dear all, welcome back again.

Last week we discussed how to develop a feed forward neural network code. We introduced also how to set up a neural network using tensorflow and keras. Many of these topics are described extensively in the textbook by Goodfellow et al, in particular chapter 6-12. These chapters provide a good overview of the topics we cover in weeks 40-43. This week, besides the introduction to convolutional neural networks, we will also discuss how to solve differential equations using neural networks. On Thursday, we will summarize our discussions on feed forward neural networks and apply the theory to the solution of differential equations. This will be the topic for parts of Thursday's lecture. Thereafter we move on to discuss convolutional neural networks (CNNs) for the rest of this week. CNNs are well covered by Goodfellow's text chapter 9.

In summary, this week our plans are

Lab Wednesday: Wor...