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Nonlinear Biomedical Signal Processing - Analysis and Modeling V 2 (Hardcover, Volume 2 Ed.)
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Nonlinear Biomedical Signal Processing - Analysis and Modeling V 2 (Hardcover, Volume 2 Ed.)
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Biomedical / Electrical Engineering Nonlinear Biomedical Signal
Processing Volume II: Dynamic Analysis and Modeling A volume in the
IEEE Press Series on Biomedical Engineering Metin Akay, Series
Editor Featuring current contributions by experts in signal
processing and biomedical engineering, this book introduces the
concepts, recent advances, and implementations of nonlinear dynamic
analysis methods. Together with Volume I in this series, this book
provides comprehensive coverage of nonlinear signal and image
processing techniques. Nonlinear Biomedical Signal Processing:
Volume II combines analytical and biological expertise in the
original mathematical simulation and modeling of physiological
systems. Detailed discussions of the analysis of steady-state and
dynamic systems, discrete-time system theory, and discrete modeling
of continuous-time systems are provided. Biomedical examples
include the analysis of the respiratory control system, the
dynamics of cardiac muscle and the cardiorespiratory function, and
neural firing patterns in auditory and vision systems. Examples
include relevant MATLAB(r) and Pascal programs. Topics covered
include:
* Nonlinear dynamics
* Behavior and estimation
* Modeling of biomedical signals and systems
* Heart rate variability measures, models, and signal
assessments
* Origin of chaos in cardiovascular and gastric myoelectrical
activity
* Measurement of spatio-temporal dynamics of human epileptic
seizures.
A valuable reference book for medical researchers, medical
faculty, and advanced graduate students, it is also essential
reading for practicing biomedical engineers. Nonlinear Biomedical
Signal Processing, Volume II is anexcellent companion to Dr. Akay's
Nonlinear Biomedical Signal Processing, Volume I: Fuzzy Logic,
Neural Networks, and New Algorithms.
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