ENCS5315 | INTRODUCTION TO NEURAL NETWORKS AND FUZZY LOGIC

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. 

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ENCS434 | ARTIFICIAL INTELLIGENCE