Fuzzy sets, uncertainty, and information

Created with MATLAB Ra. Compatible with MATLAB Ra and later releases.

© Primož Potočnik (University of Ljubljana, Faculty of Mechanical Engineering)

This teaching package contains modular contents for the introduction of the fundamentals of Neural Networks. The package consists of a series of MATLAB Live Scripts with complementary PowerPoint presentations. MATLAB is a programming and numeric computing platform developed by MathWorks.

The package is intended to gradually guide the students toward basic concepts in neural networks through general demonstrations applicable to every field, spanning from science to engineering. The materials also include a classical engineering problem, namely industrial diagnostics of compressor connection rod defects.

The contents are mainly addressed towards undergraduate courses, however, the modular structure allows further integration within other (postgraduate) AI-based courses. C