Nonlinear dynamics in physiology : a state-space approach /

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This book provides a compilation of mathematical-computational tools that are used to analyze experimental data. The techniques presented are those that have been most widely and successfully applied to the analysis of physiological systems, and address issues such as randomness, determinism, dimens...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Shelhamer, Mark
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore ; Hackensack, NJ : World Scientific, ©2007.
Temas:
Physiology > Mathematical models.
Nonlinear systems.
State-space methods.
Physiology.
Nonlinear Dynamics
Physiology
Physiologie > Modèles mathématiques.
Systèmes non linéaires.
Méthodes de l'espace état.
Physiologie.
physiology.
SCIENCE > Life Sciences > Anatomy & Physiology.
Nonlinear systems
Physiology > Mathematical models
State-space methods
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Mathematical analysis of physiological systems: goals and approaches
  • Fundamental signal processing and analysis concepts and measures
  • Analysis approaches based on linear systems
  • State-space reconstruction
  • Dimensions
  • Surrogate data
  • Nonlinear forecasting
  • Recurrence analysis
  • Tests for dynamical interdependence
  • Unstable periodic orbits
  • Other approaches based on the state space
  • Poincaré sections, fixed points, and control of chaotic systems
  • Stochastic measures related to nonlinear dynamical concepts
  • From measurements to models
  • Case study: oculomotor control
  • Case study: motor control
  • Case study: neurological tremor
  • Case study: neural dynamics and epilepsy
  • Case study: cardiac dynamics and fibrillation
  • Case study: epidemiology
  • Case study: psychology
  • Final remarks.

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