EENG 5319 Neural Networks

Introduction to nonlinear networks for regression/approximation, classification, and clustering. Statistical learning theory and support vector machines. First and second order training algorithms and their properties. Methods for evaluating network performance. Applications in classification, estimation and forecasting.