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New directions in statistical signal processing : from systems to brain

Author: Simon S Haykin
Publisher: Cambridge, Mass. : MIT Press, ©2007.
Series: Neural information processing series.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

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

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Additional Physical Format: Online version:
New directions in statistical signal processing.
Cambridge, Mass. : MIT Press, ©2007
(OCoLC)607844062
Online version:
New directions in statistical signal processing.
Cambridge, Mass. : MIT Press, ©2007
(OCoLC)609208517
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Simon S Haykin
ISBN: 0262083485 9780262083485
OCLC Number: 62302576
Description: vi, 514 pages : illustrations ; 26 cm.
Contents: Modeling the mind : from circuits to systems / Suzanna Becker --
Empirical statistics and stochastic models for visual signals / David Mumford --
The machine cocktail party problem / Simon Haykin, Zhe Chen --
Sensor adaptive signal processing of biological nanotubes (ion channels) at macroscopic and nano scales / Vikram Krishnamurthy --
Spin diffusion : a new perspective in magnetic resonance imaging / Timothy R. Field --
What makes a dynamical system computationally powerful? / Robert Legenstein, Wolfgang Maass --
A variational principle for graphical models / Martin J. Wainwright, Michael I. Jordan --
Modeling large dynamical systems with dynamical consistent neural networks / Hans-Georg Zimmermann [and others] --
Diversity in communication : from source coding to wireless networks / Suhas N. Diggavi --
Designing patterns for easy recognition : information transmission with low-density parity-check codes / Frank R. Kschischang, Masoud Ardakani --
Turbo processing / Claude Berrou, Charlotte Langlais, Fabrice Seguin --
Blind signal processing based on data geometric properties / Konstantinos Diamantaras --
Game-theoretic learning / Geoffrey J. Gordon --
Learning observable operator models via the efficient sharpening algorithm / Herbert Jaeger [and others].
Series Title: Neural information processing series.
Responsibility: edited by Simon Haykin [and others].

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