Prof. Dr. Edvard Govekar
E: edvard.govekar@fs.uni-lj.si
T: +386 1 4771-606

Assist. Prof. Dr. Primož Potočnik
E: primoz.potocnik@fs.uni-lj.si
T: +386 1 4771-605

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Lectures and MATLAB examples

Download the open source lectures and MATLAB examples:

• Fundamentals of Neural Networks on GitHub
• Fundamentals of Neural Networks on MATLAB File Exchange

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. 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.

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Seminar Examples

•   Characteristic of the critical flow Venturi nozzle mass flow meter using RBFN
•   Krmiljenje manipulatorjev na osnovi strojnega vida
•   SONN Application
•   Classification of 4-class spiral problem by SVM methodology
•   Character Recognition
•   A Tutorial on Support Vector Machine
•   Classification of Iris data set