Information Theory Inference and Learning Algorithms

Information theory and inference often taught separately are here united in one entertaining textbook. These topics lie at the heart of many exciting areas of contemporary science and engineering - communication signal processing data mining machine learning pattern recognition computational neuroscience bioinformatics and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for...See More