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Matching Pursuit and Unification in EEG Analysis.

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 signa...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Durka, Piotr
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Norwood : Artech House, 2007.
Colección:Artech House engineering in medicine & biology series.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Matching Pursuit and Unification in EEG Analysis. 
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490 1 |a Engineering in Medicine & Biology 
505 0 |a Matching Pursuit and Unification in EEG Analysis; Contents v; Foreword; Preface xi; Part I Some Basic Notions; Chapter 1 Signal: Going Digital 3; Chapter 2 Analysis 11; Chapter 3 Spectrum 19; Chapter 4 Between Time and Frequency 29; Chapter 5 Choosing the Representation 39; Chapter 6 Advantages of Adaptive Approximations 47; Chapter 7 Caveats and Practical Issues 55; Part II EEG Analysis 61; Chapter 8 Parameterization of EEG Transients 63; Chapter 9 Epileptic Seizures 87; Chapter 10 Event-Related Desynchronization and Synchronization 101; Plates; Chapter 11 Selective Estimates of Energy 115. 
505 8 |a Chapter 12 Spatial Localization of Cerebral Sources 131Part III Equations and Technical Details; Chapter 13 Adaptive Approximations and Matching Pursuit 143; Chapter 14 Implementation: Details and Tricks 167; Chapter 15 Statistical Significance of Changes in the Time-Frequency Plane 173; About the Author 181; Index 183. 
520 |a 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. 
588 0 |a Print version record. 
504 |a Includes bibliographical references and index. 
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650 0 |a Electroencephalography  |x Analysis. 
650 0 |a Signal processing. 
650 0 |a Electroencephalography. 
650 2 |a Electroencephalography 
650 2 |a Signal Processing, Computer-Assisted 
650 6 |a Électroencéphalographie  |x Analyse. 
650 6 |a Traitement du signal. 
650 6 |a Électroencéphalographie. 
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650 7 |a MEDICAL  |x Family & General Practice.  |2 bisacsh 
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650 7 |a MEDICAL  |x Biotechnology.  |2 bisacsh 
650 7 |a MEDICAL  |x Lasers in Medicine.  |2 bisacsh 
650 7 |a Electroencephalography  |2 fast 
650 7 |a Electroencephalography  |x Analysis  |2 fast 
650 7 |a Signal processing  |2 fast 
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