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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Group Author: | |
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Published: |
Springer,
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Publisher Address: | Singapore : |
Publication Dates: | [2018] |
Literature type: | Book |
Language: | English |
Series: |
Biological and medical physics, biomedical engineering. 1618-7210 |
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 / |