Nonlinear Dynamics In Physiology: A State-space Approach


Nonlinear Dynamics In Physiology: A State-space Approach

Bücher Details

  • Titel:Nonlinear Dynamics In Physiology: A State-space Approach
  • Dateiname: nonlinear-dynamics-in-physiology-a-state-space-approach.pdf
  • ISBN: 1033179812700293
  • Datum des Hochladens: 2020-01-15
  • Anzahl der Seiten: 695 Seiten
  • Autor: Shelhamer Mark J
  • Verlag: Shelhamer Mark J

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Pressestimmen Most chapters discuss early apparent success in detecting signs of low-dimensional nonlinear dynamics -- Mathematical Reviews 'Mathematical Reviews' Synopsis 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 dimension and nonlinearity. In addition to bringing together the most useful methods sufficient mathematical background is provided to enable non-specialists to understand and apply the computational techniques. Thus the material will be useful to life-science investigators on several levels from physiologists to bioengineer. Initial chapters present background material on dynamic systems statistics and linear system analysis. Each computational technique is demonstrated with examples drawn from physiology and several chapters present case studies from oculomotor control neuroscience cardiology psychology and epidemiology. Throughout the text historical notes give a sense of the development of the field and provide a perspective on how the techniques were developed and where they might lead.The overall approach is based largely on the analysis of trajectories in the state space with emphasis on time-delay reconstruction of state-space trajectories. The goal of the book is to enable readers to apply these methods to their own research.

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