Artificial Neural Networks - WPMGRNF7

Goals

This course is intended to provide the necessary foundation for understanding, analyzing and designing neuromimetic networks. It covers the field of statistical learning in pattern recognition, as well as the basics of quantitative assessment of learning. An introduction will be given on deep learning as an extension of multi-layered perceptrons. This course is aimed at students from a variety of disciplines and is designed to be accessible to understanding by students who are not familiar with mathematical techniques.