COMP9444 Neural Networks and Deep Learning  
Topics chosen from: perceptrons, feedforward neural networks, backpropagation, Hopfield and Kohonen networks,
restricted Boltzmann machine and autoencoders, deep convolutional networks for image processing; geometric
and complexity analysis of trained neural networks; recurrent networks, language processing, semantic
analysis, long short term memory; designing successful applications of neural networks; recent
developments in neural networks and deep learning.