1st Edition

The Physics and Mathematics of Electroencephalogram

By Dezhong Yao Copyright 2024
476 Pages 38 Color & 68 B/W Illustrations
by CRC Press

476 Pages 38 Color & 68 B/W Illustrations
by CRC Press

476 Pages 38 Color & 68 B/W Illustrations
by CRC Press

This book focuses on a systematic introduction to the knowledge of mathematics and physics of electroencephalogram (EEG) and discusses an in-depth application of EEG and the development of new methods and technologies for mining and analyzing EEG. The Physics and Mathematics of Electroencephalogram  offers a systematic overview of the technology for brain function and disease. It covers... Read more

1 Overview of EEG

2 Electromagnetics behind Brain Electric Field

3 Biophysics and Source Models of EEG

4 Brain Electrical Field in Regular Head Model

5 Brain Electric Field in Realistic Head Model

6 Theory of Equivalent Distributed Sources

7 High-Resolution Cortical Imaging

8 Scalp Laplacian Imaging

9 A Unified Framework for High-Resolution EEG

10 Basic Theory of EEG Inverse Problem

11 Signal Space-Based EEG Inverse Solution

12 Iterative Minimum Norm Solution

13 Zero-Reference for Scalp EEG

14 EEG Reference Selection

Biography

Dezhong Yao (Senior Member, IEEE) received the Ph.D. degree from the Chengdu University of Technology, Chengdu, China, in 1991. He is the Dean and founder, Sichuan Institute for Brain Science and Brain-Inspired Intelligence, University of Electronic Science and Technology of China (UESTC). His main research interests are Brain-X interaction including brain-computer interface, brainwave music interface, and Neuro-Imaging on music, epilepsy, cerebral palsy and plasticity.