SYEN 5362 - Neural Networks and Adaptive Systems

Three hours lecture. Three credit hours.

Introduction to neural networks, neuron models and learning strategies, pattern recognition, multi-layer perceptron, back propagation, principle component analysis, self-organizing feature maps, neural networks for time-series forecasting.

Prerequisites: SYEN 3312, or consent of the instructor.