Computational EEG Analysis

Methods and Applications

Autor: Chang-Hwan Im

Limbă:

Legare: Copertă tare

Editura: Springer Verlag, Singapore

Disponibilitate: În depozitul extern

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994.58 lei

This book introduces and reviews all of the currently available methods being used for computational...

Informații despre carte

Autor

Chang-Hwan Im

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2018

Pagini

228

EAN

9789811309076

ISBN

9811309078

Enbook ID

19437433

Editura

Springer Verlag, Singapore

Greutate

530

Dimensiuni

155 x 235 x 21

Descriere completă

This book introduces and reviews all of the currently available methods being used for computational electroencephalogram (EEG) analysis, from the fundamentals through to the state-of-the-art. The aim of the book is to help biomedical engineers and medical doctors who use EEG to better understand the methods and applications of computational EEG analysis from a single, well-organized resource. Following a brief introduction to the principles of EEG and acquisition techniques, the book is divided into two main sections. The first of these covers analysis methods, beginning with preprocessing, and then describing EEG spectral analysis, event-related potential analysis, source imaging and multimodal neuroimaging, and functional connectivity analysis. The following section covers application of EEG analysis to specific fields, including the diagnosis of psychiatric diseases and neurological disorders, brain-computer interfacing, and social neuroscience. Aimed at practicing medical specialists, engineers, researchers and advanced students, the book features contributions from world-renowned biomedical engineers working across a broad spectrum of computational EEG analysis techniques and EEG applications.

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Computational EEG Analysis

Methods and Applications

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