
Biosignal Processing
Principles and Practices
CRC Press
1st Edition
Published on 17. October 2012
Book
Hardback
220 pages
978-1-4398-7143-0 (ISBN)
Description
With the rise of advanced computerized data collection systems, monitoring devices, and instrumentation technologies, large and complex datasets accrue as an inevitable part of biomedical enterprise. The availability of these massive amounts of data offers unprecedented opportunities to advance our understanding of underlying biological and physiological functions, structures, and dynamics.
Biosignal Processing: Principles and Practices provides state-of-the-art coverage of contemporary methods in biosignal processing with an emphasis on brain signal analysis. After introducing the fundamentals, it presents emerging methods for brain signal processing, focusing on specific non-invasive imaging techniques such as electroencephalography (EEG), magnetoencephalography (MEG), magnetic resonance imaging (MRI), and functional near-infrared spectroscopy (fNIR). In addition, the book presents recent advances, reflecting the evolution of biosignal processing.
As biomedical datasets grow larger and more complicated, the development and use of signal processing methods to analyze and interpret these data has become a matter of course. This book is one step in the development of biosignal analysis and is designed to stimulate new ideas and opportunities in the development of cutting-edge computational methods for biosignal processing.
Biosignal Processing: Principles and Practices provides state-of-the-art coverage of contemporary methods in biosignal processing with an emphasis on brain signal analysis. After introducing the fundamentals, it presents emerging methods for brain signal processing, focusing on specific non-invasive imaging techniques such as electroencephalography (EEG), magnetoencephalography (MEG), magnetic resonance imaging (MRI), and functional near-infrared spectroscopy (fNIR). In addition, the book presents recent advances, reflecting the evolution of biosignal processing.
As biomedical datasets grow larger and more complicated, the development and use of signal processing methods to analyze and interpret these data has become a matter of course. This book is one step in the development of biosignal analysis and is designed to stimulate new ideas and opportunities in the development of cutting-edge computational methods for biosignal processing.
More details
Language
English
Place of publication
Bosa Roca
United States
Publishing group
Taylor & Francis Inc
Target group
Professional and scholarly
Academic and Professional Practice & Development
Illustrations
76 s/w Abbildungen, 8 s/w Tabellen
8 Tables, black and white; 76 Illustrations, black and white
Dimensions
Height: 260 mm
Width: 183 mm
Thickness: 17 mm
Weight
621 gr
ISBN-13
978-1-4398-7143-0 (9781439871430)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

E-Book
10/2012
1st Edition
CRC Press
€185.99
Available for download

E-Book
10/2012
1st Edition
CRC Press
€185.99
Available for download
Persons
Hualou LiangJoseph D. BronzinoDonald R. Peterson
Content
Digital Biomedical Signal Acquisition and Processing. Time-Frequency Signal Representations for Biomedical Signals. Multivariate Spectral Analysis of Electroencephalogram: Power, Coherence, and Second-Order Blind Identification. General Linear Modeling of Magnetoencephalography Data. Emergence of Groupwise Registration in MR Brain Study. Functional Optical Brain Imaging. Causality Analysis of Multivariate Neural Data.