EE376B: Information Theory (Spring 2010/2011)


This class is part 2 of information theory. For some reference, here is a rough description of the material that will be covered in this class. Included Topics: Maximum entropy and Burg's theorem, Gaussian Channel Capacity, Rate Distortion theory, Kolmogorov Complexity, Information theory and statistics, Stein's Lemma, AEP, Network Information theory, Slepian-Wolf Theorem, Optimal Investment and information theory, Universal Portfolios and data compression.

Available Lectures: