Computational EEG Analysis Methods and Applications /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Im, Chang-Hwan (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Biological and Medical Physics, Biomedical Engineering,
• Subjects: Medical physics.; Radiation.; Biomedical engineering.; Radiology.; Neurology .; Computer mathematics.; Medical and Radiation Physics.; Biomedical Engineering and Bioengineering.; Imaging / Radiology.; Neurology.; Computational Science and Engineering.

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 th...

Table of Contents:

• Part I. Introduction
• Chapter 1. Basics of EEG: Generation, Acquisition and Applications of EEG - Chang-Hwan Im
• Part II. Methods
• Chapter 2. Preprocessing of EEG - Sung-Phil Kim
• Chapter 3. EEG Spectral Analysis - Do-Won Kim and Chang-Hwan Im
• Chapter 4. The Analysis of Event-Related Potentials - Marco Congedo
• Chapter 5. EEG Source Imaging and Multimodal Neuroimaging - Yingchun Zhang
• Chapter 6. Methods for Functional Connectivity Analysis - Jeong-Woo Choi and Kyung-Hwan Kim
• Part III. Applications
• Chapter 7. Computational EEG Analysis for the Diagnosis of Psychiatric Illnesses - Seung-Hwan Lee and Yeonsoo Park
• Chapter 8. Analysis of EEG in Medically Intractable Epilepsy - Ki-Young Jung
• Chapter 9. Computational EEG Analysis for Brain-Computer Interfaces - Garett D. Johnson and Dean J. Krusienski
• Chapter 10. EEG Analysis for Hyperscanning and Social Neuroscience - Dan Zhang.