EEG Signal Processing and Feature Extraction

EEG Signal Processing and Feature Extraction
Author :
Publisher : Springer Nature
Total Pages : 437
Release :
ISBN-10 : 9789811391132
ISBN-13 : 9811391130
Rating : 4/5 (32 Downloads)

Book Synopsis EEG Signal Processing and Feature Extraction by : Li Hu

Download or read book EEG Signal Processing and Feature Extraction written by Li Hu and published by Springer Nature. This book was released on 2019-10-12 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


EEG Signal Processing and Feature Extraction Related Books

EEG Signal Processing and Feature Extraction
Language: en
Pages: 437
Authors: Li Hu
Categories: Medical
Type: BOOK - Published: 2019-10-12 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book presents the conceptual and mathematical basis and the implementation of both electroencephalogram (EEG) and EEG signal processing in a comprehensive,
EEG SIGNAL PROCESSING: A Machine Learning Based Framework
Language: en
Pages: 139
Authors: R. John Martin
Categories: Art
Type: BOOK - Published: 2022-01-31 - Publisher: Ashok Yakkaldevi

DOWNLOAD EBOOK

1.1 Motivation Analysis of non-stationary and non-linear nature of signal data is the prime talk in signal processing domain today. On employing biomedical equi
EEG Signal Processing
Language: en
Pages: 312
Authors: Saeid Sanei
Categories: Science
Type: BOOK - Published: 2013-05-28 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Electroencephalograms (EEGs) are becoming increasingly important measurements of brain activity and they have great potential for the diagnosis and treatment of
Signal Processing and Machine Learning for Brain-Machine Interfaces
Language: en
Pages: 355
Authors: Toshihisa Tanaka
Categories: Technology & Engineering
Type: BOOK - Published: 2018-09 - Publisher: Institution of Engineering and Technology

DOWNLOAD EBOOK

This book introduces signal processing and machine learning techniques for Brain Machine Interfacing/Brain Computer Interfacing (BMI/BCI), and their practical a
EEG Signal Processing and Machine Learning
Language: en
Pages: 756
Authors: Saeid Sanei
Categories: Technology & Engineering
Type: BOOK - Published: 2021-09-27 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

EEG Signal Processing and Machine Learning Explore cutting edge techniques at the forefront of electroencephalogram research and artificial intelligence from le