| Document Type
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BL
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| Record Number
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997392
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| Doc. No
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b751762
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| Main Entry
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Durka, Piotr.
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| Title & Author
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Matching pursuit and unification in EEG analysis /\ Piotr Durka.
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| Publication Statement
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Boston :: Artech House,, ©2007.
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| Series Statement
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Artech House engineering in medicine & biology series
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| Page. NO
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1 online resource (xii, 184 pages) :: illustrations (some color).
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| ISBN
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1580533191
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: 9781580533195
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1580533043
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9781580533041
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9781580533195
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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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.
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| Abstract
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Although visual analysis of EEGs has been the state of the art in electroencephalography for 70 years, advanced signal processing methods offer a superior alternative in numerous biomedical clinical and research applications. This first-of-its-kind guide bridges the gap from visual analysis to signal processing techniques, providing engineers, researchers, and clinicians with an innovative, clear methodology for biomedical signal.
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| Subject
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Electroencephalography-- Analysis.
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Signal processing.
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Electroencephalography.
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Signal Processing, Computer-Assisted.
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Electroencephalography-- Analysis.
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MEDICAL-- Allied Health Services-- Medical Technology.
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MEDICAL-- Biotechnology.
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MEDICAL-- Family General Practice.
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MEDICAL-- Lasers in Medicine.
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| Subject
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Signal processing.
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| Subject
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TECHNOLOGY ENGINEERING-- Biomedical.
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| Dewey Classification
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610.28
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| LC Classification
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QP376.5.D87 2007eb
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| NLM classification
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2007 H-127
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WL 150D963m 2007
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