Nonlinear Dynamic Modeling of Physiological Systems Hardcover - 2004 - 1st Edition
by Vasilis Z. Marmarelis
From the rear cover
A practical approach to obtaining nonlinear dynamic models from stimulus-response data
Nonlinear modeling of physiological systems from stimulus-response data is a long-standing problem that has substantial implications for many scientific fields and associated technologies. These disciplines include biomedical engineering, signal processing, neural networks, medical imaging, and robotics and automation. Addressing the needs of a broad spectrum of scientific and engineering researchers, this book presents practicable, yet mathematically rigorous methodologies for constructing dynamic models of physiological systems.
Nonlinear Dynamic Modeling of Physiological Systems provides the most comprehensive treatment of the subject to date. Starting with the mathematical background upon which these methodologies are built, the book presents the methodologies that have been developed and used over the past thirty years. The text discusses implementation and computational issues and gives illustrative examples using both synthetic and experimental data. The author discusses the various modeling approaches-nonparametric, including the Volterra and Wiener models; parametric; modular; and connectionist-and clearly identifies their comparative advantages and disadvantages along with the key criteria that must guide successful practical application. Selected applications covered include neural and sensory systems, cardiovascular and renal systems, and endocrine and metabolic systems.
This lucid and comprehensive text is a valuable reference and guide for the community of scientists and engineers who wish to develop and apply the skills of nonlinear modeling to physiological systems.
Details
- Title Nonlinear Dynamic Modeling of Physiological Systems
- Author Vasilis Z. Marmarelis
- Binding Hardcover
- Edition number 1st
- Edition 1
- Pages 560
- Volumes 1
- Language ENG
- Publisher Wiley-IEEE Press
- Date 2004-09
- Illustrated Yes
- Features Bibliography, Illustrated, Index
- ISBN 9780471469605 / 0471469602
- Weight 2.56 lbs (1.16 kg)
- Dimensions 10.24 x 7.34 x 1.23 in (26.01 x 18.64 x 3.12 cm)
- Library of Congress subjects Nonlinear theories, Physiology - Mathematical models
- Library of Congress Catalog Number 2004303264
- Dewey Decimal Code 571.015
Media reviews
Citations
- Scitech Book News, 12/01/2004, Page 79
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Nonlinear Dynamic Modeling of Physiological Systems (IEEE Press Series on Biomedical Engineering)
by Vasilis Z. Marmarelis
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Nonlinear Dynamic Modeling of Physiological Systems
by Vasilis Z. Marmarelis
- New
- Hardcover
- Condition
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- Binding
- Hardcover
- ISBN 10 / ISBN 13
- 9780471469605 / 0471469602
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