Structure of Neural Networks, Feedforward/feedback. Learning Methods As Parameter Estimation. Relation to Adaptive Methods In Control, Signal Processing and Classification. Special Characteristics of Neural Networks. Supervised, Reinforced And Unsupervised Learning. Neuro-controllers Distant Teacher Problem. Classifiers For Diagnostics Representation Issues.

Faculty: Mechanical Engineering
|Undergraduate Studies |Graduate Studies

Pre-required courses

35039 - Signal Processing For Vibrations and Dia or 35188 - Control Theory

Course with no extra credit

46195 - Machine Learning

Semestrial Information