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Biological and Medical Physics, Biomedical Engineering

Computational EEG Analysis

Methods and Applications

Editors: Im, Chang-Hwan (Ed.)

  • Provides an overview of the principles and applications of computational EEG analysis techniques
  • Describes cutting-edge techniques used for various applications including diagnosis of neurological disorder and psychiatric disease
  • Written by established world-class researchers developing state-of-the-art techniques
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eBook 101,14 €
price for Spain (gross)
  • ISBN 978-981-13-0908-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-981-13-0907-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.

About the authors

Prof. Chang-Hwan Im graduated from the School of Electrical Engineering of Seoul National University, Korea, in 1999. He received his MS and PhD from the same university in 2001 and 2005, respectively. He worked as a Post-doctor in the Department of Biomedical Engineering at the University of Minnesota, MN, USA, from 2005 to 2006. From 2006 to 2011, he worked for the Department of Biomedical Engineering at Yonsei University, Korea, as an Assistant/Associate Professor. Since 2011, he has been working for the Department of Biomedical Engineering at Hanyang University, Korea, as a Professor. His research interests cover various fields of computational neuroengineering, especially brain-computer interfaces, the diagnosis of neuropsychiatric diseases, noninvasive brain stimulation, bioelectromagnetic source imaging, neuromarketing, and dynamic neuroimaging. He has authored more than 150 articles in peer-reviewed international journals. He is currently a Director of the Computational Neuroengineering Laboratory of Hanyang University, and he is Associate Editors of Biomedical Engineering Letters, Experimental Neurobiology, and Brain-Computer Interfaces.


Table of contents (10 chapters)

  • Basics of EEG: Generation, Acquisition, and Applications of EEG

    Im, Chang-Hwan

    Pages 3-11

    Preview Buy Chapter 30,19 €
  • Preprocessing of EEG

    Kim, Sung-Phil

    Pages 15-33

    Preview Buy Chapter 30,19 €
  • EEG Spectral Analysis

    Kim, Do-Won (et al.)

    Pages 35-53

    Preview Buy Chapter 30,19 €
  • The Analysis of Event-Related Potentials

    Congedo, Marco

    Pages 55-82

    Preview Buy Chapter 30,19 €
  • EEG Source Imaging and Multimodal Neuroimaging

    Zhang, Yingchun

    Pages 83-123

    Preview Buy Chapter 30,19 €

Buy this book

eBook 101,14 €
price for Spain (gross)
  • ISBN 978-981-13-0908-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-981-13-0907-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Computational EEG Analysis
Book Subtitle
Methods and Applications
Editors
  • Chang-Hwan Im
Series Title
Biological and Medical Physics, Biomedical Engineering
Copyright
2018
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-13-0908-3
DOI
10.1007/978-981-13-0908-3
Hardcover ISBN
978-981-13-0907-6
Series ISSN
1618-7210
Edition Number
1
Number of Pages
XII, 228
Number of Illustrations
23 b/w illustrations, 36 illustrations in colour
Topics