Kaushik Majumdar 
Brief Survey of Quantitative EEG [PDF ebook] 

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 f MRI studies. Equal emphasis is given to major mathematical and statistical theories and computational techniques that have been in use in q EEG 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.