FAU Lecture Notes in Pattern Recognition

I am your Father, Deep Net — The Multi-Layer Perceptron

A short Introduction to the Multi-Layer Perceptron

Image under CC BY 4.0 from the Pattern Recognition Lecture

These are the lecture notes for FAU’s YouTube Lecture “Pattern Recognition”. This is a full transcript of the lecture video & matching slides. The sources for the slides are available here. We hope, you enjoy this as much as the videos. This transcript was almost entirely machine generated using AutoBlog and only minor manual modifications were performed. If you spot mistakes, please let us know!

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Welcome everybody to pattern recognition! Today we want to look into multi-layer perceptrons that are also called neural networks. We’ll give a brief sketch of the ideas of neural networks.

Image under CC BY 4.0 from the Pattern Recognition Lecture

Let’s have a look at multi-layer perceptrons. You see that we talked about this here only about very basic concepts. If you’re interested in neural networks we have an entire class on deep learning where we talk about all the details. Here we will…