Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-corr ...
DETAILS
Information Theory, Inference and Learning Algorithms
MacKay, David
Gebunden, 640 S.
1 colour illus. 40 tables 390 exercises
Sprache: Englisch
254 mm
ISBN-13: 978-0-521-64298-9
Titelnr.: 14945776
Gewicht: 1722 g
Cambridge University Press (2005)
Cambridge University Press
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