Q360

Library items with class number Q360

Information theory, inference, and learning algorithms / MacKay David J. C. / Cambridge, UK : Cambridge University Press - 2003

Public ISBD No review available on this record. Title : Information theory, inference, and learning algorithms Material Type: printed text Authors: MacKay David J. C. Publisher: Cambridge, UK : Cambridge University Press Publication Date: 2003 Pagination: xii, 628 p. Layout: ill. Size: 26 cm ISBN (or other code): 978-0-521-64298-9 Price: 1500.00 Descriptors: [LCSH]Information Theory Class number: Q360 Abstract: "This textbook 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-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks."--BOOK JACKET. Curricular : BSCS/MSIT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=21409 Information theory, inference, and learning algorithms [printed text] / MacKay David J. C. . - Cambridge, UK : Cambridge University Press, 2003 . - xii, 628 p. : ill. ; 26 cm. ISBN : 978-0-521-64298-9 : 1500.00 Descriptors: [LCSH]Information Theory Class number: Q360 Abstract: "This textbook 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-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks."--BOOK JACKET. Curricular : BSCS/MSIT Record link: http://libsearch.siu.ac.th/siu/opac_css/index.php?lvl=notice_display&id=21409

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Barcode	Call number	Media type	Location	Section	Status
32002000335073	Q360 M23 2004	Book	Main Library	General Shelf	Available