Neuron Model, Learning Function Approximation, Error Correction Algorithms (LMS), Hebbian learning, Perception. Pattern classification and its Implementation, regression, approximation, time series models. Feed-forward multi-layer Perception. Nonlinear optimization. Back-propagation training. Clustering. Bayesian Network. Fuzzy set theory. Fuzzy Reasoning. Fuzzy Inferencing. Fuzzy Logic Control.
Parent Business Unit ID:
Prerequisite:
ENCS434 | ARTIFICIAL INTELLIGENCE
ENCS3340 | ARTIFICIAL INTELLIGENCE
ENEE3302 | CONTROL SYSTEMS
