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 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 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