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Matching pursuit and unification in EEG analysis

Author: Piotr Durka
Publisher: Boston : Artech House, ©2007.
Series: Artech House engineering in medicine & biology series.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Matching Pursuit and Unification in EEG Analysis introduces the concepts necessary to understand time-frequency signal processing. Based on explicit parameterization of EEG transients and selective estimates of energy, this resource presents applications in sleep, ERD/ERS, pharmaco-EEG, and epilepsy research. The book contains all the relevant equations and technical details, including techniques necessary for the  Read more...
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Additional Physical Format: Online version:
Durka, Piotr.
Matching pursuit and unification in EEG analysis.
Boston : Artech House, ©2007
(OCoLC)607690405
Online version:
Durka, Piotr.
Matching pursuit and unification in EEG analysis.
Boston : Artech House, ©2007
(OCoLC)608176791
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Piotr Durka
ISBN: 9781580533041 1580533043
OCLC Number: 144575669
Description: xii, 184 pages, [8] pages of plates : illustrations (some color) ; 24 cm.
Contents: I. Some basic notions --
Signal: going digital --
Analysis --
Spectrum --
Between time and frequency --
Choosing the representation --
Advantages of adaptive approximations --
Caveats and practical issues --
II. EEG analysis --
Parameterization of EEG transients --
Epileptic seizures --
Event-related desynchronization and synchronization --
Elective estimates of energy --
Spatial localization of cerebral sources --
III. Equations and technical details --
Adaptive approximations and matching pursuit --
Implementation: details and tricks --
Statistical significance of changes in the time-frequency plane.
Series Title: Artech House engineering in medicine & biology series.
Responsibility: Piotr Durka.
More information:

Abstract:

Aims to bridge the gap from visual analysis to signal processing techniques, providing engineers, researchers, and clinicians with a methodology for biomedical signal analysis. This book covers  Read more...

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