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ISBN 10: 0471679372
ISBN 13: 9780471679370
Author: Vasilis Z. Marmarelis
The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response data in a practical context. A considerable body of knowledge has accumulated over the last thirty years in this area of research. This book summarizes that progress, and details the most recent methodologies that offer practical solutions to this daunting problem. Implementation and application are discussed, and examples are provided using both synthetic and actual experimental data.
This essential study of nonlinearities in physiology apprises researchers and students of the latest findings and techniques in the field.
Chapter 1 Introduction
Chapter 2 Nonparametric Modeling
Chapter 3 Parametric Modeling
Chapter 4 Modular and Connectionist Modeling
Chapter 5 A Practitioner’s Guide
Chapter 6 Selected Applications
Chapter 7 Modeling of Multiinput/Multioutput Systems
Chapter 8 Modeling of Neuronal Systems
Chapter 9 Modeling of Nonstationary Systems
Chapter 10 Modeling of Closed-Loop Systems
nonlinear dynamical systems theory
nonlinear dynamic systems
nonlinear dynamics physics
nonlinear dynamic modeling of physiological systems
nonlinear dynamics in physiology
Tags: Vasilis Marmarelis, Nonlinear, Dynamic, Modeling
