New directions in statistical signal processing : from systems to brain / edited by Simon Haykin [and others].
2007
QP363.3 .N52 2007eb
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Online Access through The MIT Press Direct
Details
Title
New directions in statistical signal processing : from systems to brain / edited by Simon Haykin [and others].
ISBN
9780262256315 (electronic bk.)
0262256312 (electronic bk.)
1429418737
9781429418737
0262083485 (alk. paper)
9780262083485 (alk. paper)
0262256312 (electronic bk.)
1429418737
9781429418737
0262083485 (alk. paper)
9780262083485 (alk. paper)
Publication Details
Cambridge, Mass. : MIT Press, ©2007.
Language
English
Description
1 online resource (vi, 514 pages) : illustrations.
Call Number
QP363.3 .N52 2007eb
Dewey Decimal Classification
612.8/2
Summary
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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Access limited to authorized users.
Source of Description
OCLC-licensed vendor bibliographic record.
Added Author
Haykin, Simon S., 1931-
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