ABSTRACT

This book covers various quantitative methods for preprocessing and analyzing human EEG signals. It presents a holistic approach to quantitative EEG from its neurological basis to simultaneous EEG and fMRI studies. Equal emphasis is given to major mathematical and statistical theories and computational techniques that have been in use in qEEG and their applications on clinical and laboratory experimental EEG. The book is compact and self-contained, requiring no background in EEG processing or acquisition and quantitative techniques.

chapter 1|24 pages

Neurophysiology of the Human Scalp EEG

chapter 2|25 pages

Preprocessing

chapter 3|26 pages

Source Localization

chapter 4|16 pages

Event-Related Potential

chapter 5|23 pages

Binding Problem

chapter 6|36 pages

Epilepsy Research

chapter 7|44 pages

Brain–Computer Interface

chapter 8|23 pages

An Overview of fMRI

chapter 9|25 pages

Simultaneous EEG and fMRI