عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
9783642719493
9783642719516
b407511
Nonlinear Analysis of Physiological Data
[Book]
edited by H. Kantz, J. Kurths, G. Mayer-Kress.
Berlin, Heidelberg :
Springer Berlin Heidelberg,
1998.
I Directions in Nonlinear Data Analysis -- Processing of Physiological Data -- Problems in the Reconstruction of High-dimensional Deterministic Dynamics from Time Series -- Chaotic Measures and Real-World Systems: Does the Lyapunov Exponent Always Measure Chaos -- Ranking and Entropy Estimation in Nonlinear Time Series Analysis -- Analysing Synchronization Phenomena from Bivariate Data by Means of the Hilbert Transform -- Analyzing Spatio-Temporal Patterns of Complex Systems -- II Cardio-Respiratory System -- Are R-R-Interval Data Appropriate to Study the Dynamics of the Heart -- New Nonlinear Algorithms for Analysis of Heart Rate Variability: Low-Dimensional Chaos Predicts Lethal Arrhythmias -- Nonlinear Analysis of the Cardiorespiratory Coordination in a Newborn Piglet -- Cardiorespiratory Synchronization -- III EEG Analysis -- EEG Signal Analysis by Continuous Wavelet Transform Techniques -- Relativity of Dynamical Measures in Study of the Human Brain: Local Lyapunov Exponent as a Tool for Comparative Studies -- Classification of EEG Signals Prom a Music Perception Experiment Using Empirical Dynamical Models -- IV Perception and Motor Control -- Nonlinear Analysis of Perceptual-Motor Coupling in the Developement of Postural Control -- Symbolic Dynamics of Bimanual Production of Polyrhythms -- Human Postural Control: Force Plate Experiments and Modelling -- Delay Induced Patterns of Visually Guided Movements -- V Voice -- Detecting Bifurcations in Voice Signals.
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This book surveys recent developments in the analysis of physiological time series. The authors, physicists and mathematicans, physiologists and medical researchers, have succeeded in presenting a review of the new field of nonlinear data analysis as needed for more refined computer-aided diagnostics. Together with the techniques, they actually propose a new approach to the problems. Practitioners may find the many applications to the cardio-respiratory system, EEG analysis, motor control and voice signals very useful.
9783642719516
Springer eBooks
Neurosciences.
Physics.
Physiology-- Mathematics.
Psychiatry.
Software engineering.
Kantz, H.
Kurths, J.
Mayer-Kress, G.
SpringerLink (Online service)
20190307160400.0
مطالعه متن کتاب [Book]
Y
