Computational EEG analysis : methods and applications /

"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 underst...

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Bibliographic Details
Group Author: Im, Ch'ang-hwan (Editor)
Published: Springer,
Publisher Address: Singapore :
Publication Dates: [2018]
Literature type: Book
Language: English
Series: Biological and medical physics, Biomedical engineering,
Subjects:
Summary: "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 ... aimed at practicing medical specialists, engineers, researchers and advanced students"--Publisher.
Carrier Form: xii, 228 pages : illustrations (some color) ; 25 cm.
Bibliography: Includes bibliographical references.
ISBN: 9789811309076
9811309078
Index Number: RC386
CLC: R741.044
Call Number: R741.044/C738
Contents: Basics of EEG: Generation, Acquisition, and Applications of EEG /
Preprocessing of EEG /
EEG Spectral Analysis /
The Analysis of Event-Related Potentials /
EEG Source Imaging and Multimodal Neuroimaging /
Methods for Functional Connectivity Analysis /
Computational EEG Analysis for the Diagnosis of Psychiatric Illnesses /
Analysis of EEG in Medically Intractable Epilepsy /
Computational EEG Analysis for Brain-Computer Interfaces /
Computational EEG Analysis for Hyperscanning and Social Neuroscience /