As measurements of real-time electrodynamics in the human brain is evolving, a series of electroencephalogram (EEG) signal processing techniques have been developed rapidly. This book is aimed to provide the conceptual, mathematical, and implementational knowledge from EEG neural basis to almost all mainstream EEG signal processing and feature extraction methods in a comprehensive, simple, and easy-to-understand way.