Neuronale Netzwerke

Abstract

The report gives an introduction to neural networks. Starting with the basic terminology, different types of neural networks are described. Several applications of neural networks are shown, e.g. pattern recognition, content-adressable memory, and optimization problems. The major part of the report is focused on learning. Methods for learning from examples as well as methods for learning from observations are described. This report has been used as part of a script for a graduate student course in AI. It aims at teaching the basics of neural networks with the intention to make accessible the mathematical techniques used in this context. The paper is written in German.