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New Directions in Statistical Signal Processing: From Systems to Brains
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New Directions in Statistical Signal Processing: From Systems to Brains Hardback - 2006

by Simon Haykin (Editor); Jose C. Principe (Editor); Terrence J. Sejnowski (Editor)

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From the publisher

Leading researchers in signal processing and neural computation present work aimed at promoting the interaction and cross-fertilization between the two fields.

Signal processing and neural computation have separately and significantly influenced many disciplines, but the cross-fertilization of the two fields has begun only recently. Research now shows that each has much to teach the other, as we see highly sophisticated kinds of signal processing and elaborate hierachical levels of neural computation performed side by side in the brain. In New Directions in Statistical Signal Processing, leading researchers from both signal processing and neural computation present new work that aims to promote interaction between the two disciplines.The book's 14 chapters, almost evenly divided between signal processing and neural computation, begin with the brain and move on to communication, signal processing, and learning systems. They examine such topics as how computational models help us understand the brain's information processing, how an intelligent machine could solve the cocktail party problem with active audition in a noisy environment, graphical and network structure modeling approaches, uncertainty in network communications, the geometric approach to blind signal processing, game-theoretic learning algorithms, and observable operator models (OOMs) as an alternative to hidden Markov models (HMMs).

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  • Title New Directions in Statistical Signal Processing: From Systems to Brains
  • Author Simon Haykin (Editor); Jose C. Principe (Editor); Terrence J. Sejnowski (Editor)
  • Binding Hardback
  • Edition INTERNATIONAL ED
  • Pages 514
  • Volumes 1
  • Language ENG
  • Publisher MIT Press, USA
  • Publication date October 1, 2006
  • Illustrated Yes
  • ISBN 9780262083485 / 0262083485
  • Weight 2.81 lbs (1.27 kg)
  • Dimensions 10.22 x 8.3 x 1.19 in (25.96 x 21.08 x 3.02 cm)
  • Age range 18 to UP years
  • Grade levels 13 - UP
  • Category Computers - General Information
  • Library of Congress subjects Neural networks (Computer science), Signal processing - Statistical methods
  • Library of Congress Catalogue Number 2005056210
  • Dewey Decimal Code 612

About the author

John McWhirter is Senior Fellow at QinetiQ Ltd., Malvern, Associate Professor at the Cardiff School of Engineering, and Honorary Visiting Professor at Queen's University, Belfast.

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NEW DIRECTIONS IN STATISTICAL SIGNAL PROCESSING FROM SYSTEMS TO BRAINS (HB 2007)
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New Directions in Statistical Signal Processing: From Systems to Brains (Neural Information Processing series)

by Haykin, Simon [Editor]; Principe, Jose C. [Editor]; Sejnowski, Terrence J. [Editor]; McWhirter, John [Editor];

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