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The Resource Nonlinear dynamic modeling of physiological systems, Vasilis Z. Marmarelis

Nonlinear dynamic modeling of physiological systems, Vasilis Z. Marmarelis

Label
Nonlinear dynamic modeling of physiological systems
Title
Nonlinear dynamic modeling of physiological systems
Statement of responsibility
Vasilis Z. Marmarelis
Creator
Contributor
Subject
Language
eng
Summary
"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 text is a reference and guide for the community of scientists and engineers who wish to develop and apply the skills of nonlinear modeling to physiological systems."--BOOK JACKET
Cataloging source
UKM
http://library.link/vocab/creatorName
Marmarelis, Vasilis Z
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
IEEE Engineering in Medicine and Biology Society
Series statement
IEEE Press series in biomedical engineering
http://library.link/vocab/subjectName
  • Physiology
  • Nonlinear theories
Target audience
specialized
Label
Nonlinear dynamic modeling of physiological systems, Vasilis Z. Marmarelis
Instantiates
Publication
Note
"IEEE Engineering in Medicine and Biology Society, sponsor."
Bibliography note
Includes bibliographical references (p. 507-533) and index
Contents
  • 1.
  • Introduction.
  • p. 1
  • 2.
  • Nonparametric modeling.
  • p. 29
  • 3.
  • Parametric modeling.
  • p. 145
  • 4.
  • Modular and connectionist modeling.
  • p. 179
  • 5.
  • practitioner's guide.
  • p. 265
  • 6.
  • Selected applications.
  • p. 285
  • 7.
  • Modeling of multiinput/multioutput systems.
  • p. 359
  • 8.
  • Modeling of neuronal systems.
  • p. 407
  • 9.
  • Modeling of nonstationary systems.
  • p. 467
  • 10.
  • Modeling of closed-loop systems.
  • p. 489
  • App. I.
  • Function expansions.
  • p. 495
  • App. II.
  • Gaussian white noise.
  • p. 499
  • App. III.
  • Construction of the Wiener series.
  • p. 503
  • App. IV.
  • Stationarity, ergodicity, and autocorrelation functions of random processes.
  • p. 505
Control code
ocm56538682
Dimensions
26 cm.
Extent
xvi, 541 p.
Isbn
9780471469605
Other physical details
ill.
Label
Nonlinear dynamic modeling of physiological systems, Vasilis Z. Marmarelis
Publication
Note
"IEEE Engineering in Medicine and Biology Society, sponsor."
Bibliography note
Includes bibliographical references (p. 507-533) and index
Contents
  • 1.
  • Introduction.
  • p. 1
  • 2.
  • Nonparametric modeling.
  • p. 29
  • 3.
  • Parametric modeling.
  • p. 145
  • 4.
  • Modular and connectionist modeling.
  • p. 179
  • 5.
  • practitioner's guide.
  • p. 265
  • 6.
  • Selected applications.
  • p. 285
  • 7.
  • Modeling of multiinput/multioutput systems.
  • p. 359
  • 8.
  • Modeling of neuronal systems.
  • p. 407
  • 9.
  • Modeling of nonstationary systems.
  • p. 467
  • 10.
  • Modeling of closed-loop systems.
  • p. 489
  • App. I.
  • Function expansions.
  • p. 495
  • App. II.
  • Gaussian white noise.
  • p. 499
  • App. III.
  • Construction of the Wiener series.
  • p. 503
  • App. IV.
  • Stationarity, ergodicity, and autocorrelation functions of random processes.
  • p. 505
Control code
ocm56538682
Dimensions
26 cm.
Extent
xvi, 541 p.
Isbn
9780471469605
Other physical details
ill.

Library Locations

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      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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