Matching pursuit and unification in EEG analysis / Piotr Durka.

Format:

Book

Author/Creator:

Durka, Piotr.

Series:

Artech House engineering in medicine & biology series.

Artech House engineering in medicine & biology series

Language:

English

Subjects (All):

Electroencephalography--Analysis.

Electroencephalography.

Signal processing.

Physical Description:

1 online resource (204 p.)

Edition:

1st ed.

Place of Publication:

Boston : Artech House, c2007.

Language Note:

English

Summary:

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. Publisher abstract.

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.

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

1-58053-319-1

OCLC:

437208191