Neural Networks

AY2014/2015 Semester 1

Emphasis is placed on the mathematical analysis of artificial neural network networks, methods of training them and their applications to practical problems in science and engineering. Introduction to neural networks Basic Perceptron Multi-layer perceptron networks Performance estimation and model selection Kernel-based networks Hopfield networks Kohonen networks Adaptive resonance theory networks