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EEG Signal Processing and Feature Extraction

  • Li Hu
  • Zhiguo Zhang
Book

Table of contents

  1. Front Matter
    Pages i-viii
  2. Li Hu, Zhiguo Zhang
    Pages 1-5
  3. Xiaolei Xia, Li Hu
    Pages 7-21
  4. Ruolei Gu
    Pages 43-69
  5. Weiwei Peng
    Pages 71-87
  6. Zhiguo Zhang
    Pages 89-116
  7. Fengyu Cong
    Pages 117-140
  8. Huibin Jia
    Pages 141-157
  9. Xu Lei
    Pages 159-189
  10. Li Hu
    Pages 191-214
  11. Yang Bai, Xiaoli Li, Zhenhu Liang
    Pages 215-240
  12. Huibin Jia
    Pages 241-266
  13. Dong Wen, Zhenhao Wei, Yanhong Zhou, Yanbo Sun, Fengnian Li, Jiewei Li
    Pages 267-286
  14. Zhongke Gao, Yuxuan Yang, Qing Cai
    Pages 287-300
  15. Yiheng Tu
    Pages 301-323
  16. Zhongke Gao, Xinmin Wang
    Pages 325-333
  17. Gan Huang
    Pages 335-375
  18. Xu Lei
    Pages 377-405
  19. Gan Huang
    Pages 407-434
  20. Zhiguo Zhang, Li Hu
    Pages 435-437

About this book

Introduction

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.


Keywords

Electroencephalography (EEG) Signal processing Feature extraction Time series analysis Software

Editors and affiliations

  • Li Hu
    • 1
  • Zhiguo Zhang
    • 2
  1. 1.CAS Key Laboratory of Mental HealthInstitute of Psychology, Chinese Academy of SciencesBeijingChina
  2. 2.School of Biomedical Engineering, Health Science CenterShenzhen UniversityShenzhenChina

Bibliographic information