Some competitive learning methods (quite complete for competitive learning) Competition will be the theme for the first half of the unsupervised learning lecture.
ICA Page (easy explaination if ICA and what it is about. It explains ICA, the new approach to unsupervised learning) It will form the second half of the unsupervised learning lecturePlease also checkout the slides from my presentation.
Concepts of artificial neural networks (Somewhat Focused on Unsupervised Learning)
Up to the perceptron (Easily intelligible but only captures the start)
Tutorial for Backpropagation of Error Learning (An example implementation)
ICA tutorial (A great tutorial from one of those that worked with ICA earliest)
ICA toolbox (by scott makeig, a frequently used toolbox for performing ICA)
ICA page of Cardoso (by the inventor of ICA )
Slow feature analysis paper by Laurenz Wiskott (has pioneered the field of slow feature analysis or stability learning )