Advanced Electroencephalography Analytical Methods: Fundamentals, Acquisition, and Applications (Biomedical Signal and Image Processing)

Synopsis

Advanced Electroencephalography Analytical Methods: Fundamentals, Acquisition, and Applications presents the theoretical basis and applications of electroencephalography (EEG) signals in neuroscience, involving signal analysis, processing, signal acquisition, representation, and applications of EEG signal analysis using non-linear approaches and machine learning. It explains principles of neurophysiology, linear signal processing, computational intelligence, and the nature of signals including machine learning. Applications involve computer-aided diagnosis, brain-computer interfaces, rehabilitation engineering, and applied neuroscience.This book: Includes a comprehensive review on biomedical signals nature and acquisition aspects. Focuses on selected applications of neuroscience/cardiovascular/muscle-related biomedical areas. Provides a machine learning update to a classical biomedical signal processing approach. Explains deep learning and application to biomedical signal processing and analysis. Explores relevant biomedical engineering and neuroscience state-of-the-art applications. This book is intended for researchers and graduate students in biomedical signal processing, electrical engineering, neuroscience, and computer science.

Copyright:

2025

Book Details

Book Quality:

Publisher Quality

ISBN-13:

9781040223468

Related ISBNs:

9781040223451, 9781003252092, 9781032171708

Publisher:

CRC Press

Date of Addition:

12/13/24

Copyrighted By:

selection and editorial matter, Ganesh Naik, Wellington Pinheiro dos Santos, and Gaetano Gargiulo

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Science, Technology, Medicine

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Ganesh Naik

Edited by:

Wellington Pinheiro Santos

Edited by:

Gaetano Gargiulo