Overview
Thoroughly discussing the concepts and methods in EEG signal processing and feature extraction
Providing the cutting-edge developments in EEG analysis
Illustrating the applications of the advanced techniques in various research fields
With ample illustrations
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (20 chapters)
-
Front Matter
Keywords
About this book
This book presents the conceptual and mathematical basis and the implementation of both electroencephalogram (EEG) and EEG signal processing in a comprehensive, simple, and easy-to-understand manner. EEG records the electrical activity generated by the firing of neurons within human brain at the scalp. They are widely used in clinical neuroscience, psychology, and neural engineering, and a series of EEG signal-processing techniques have been developed. Intended for cognitive neuroscientists, psychologists and other interested readers, the book discusses a range of current mainstream EEG signal-processing and feature-extraction techniques in depth, and includes chapters on the principles and implementation strategies.
Editors and Affiliations
About the editors
Dr. Li Hu is a Principle Investigator at the Institute of Psychology, Chinese Academy of Sciences, China. He is also an Honorary Senior Research Associate at University College London. Dr. Hu has contributed to the development of novel techniques to facilitate the analysis of event-related EEG responses. He has published more than 60 research articles in this field, and was sponsored by the National Natural Science Foundation of China for Excellent Young Scholars.
Dr. Zhiguo Zhang is a Professor at the School of Biomedical Engineering, Health Science Center, Shenzhen University, China. His research focuses on neural signal analysis, brain-computer interaction, machine learning for brain decoding and digital signal processing. He has published more than 60 articles in these fields.
Bibliographic Information
Book Title: EEG Signal Processing and Feature Extraction
Editors: Li Hu, Zhiguo Zhang
DOI: https://doi.org/10.1007/978-981-13-9113-2
Publisher: Springer Singapore
eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)
Copyright Information: Springer Nature Singapore Pte Ltd. 2019
Hardcover ISBN: 978-981-13-9112-5Published: 25 October 2019
Softcover ISBN: 978-981-13-9115-6Published: 25 October 2020
eBook ISBN: 978-981-13-9113-2Published: 12 October 2019
Edition Number: 1
Number of Pages: VIII, 437
Number of Illustrations: 34 b/w illustrations, 143 illustrations in colour
Topics: Biomedical Engineering/Biotechnology, Neurosciences, Psychology Research