A guide to dynamical analysis
- 1 July 1994
- journal article
- review article
- Published by Springer Nature in Integrative Psychological and Behavioral Science
- Vol. 29 (3) , 311-327
- https://doi.org/10.1007/bf02691335
Abstract
The number and variety of methods used in dynamical analysis has increased dramatically during the last fifteen years, and the limitations of these methods, especially when applied to noisy biological data, are now becoming apparent. Their misapplication can easily produce fallacious results. The purpose of this introduction is to identify promising new methods and to describe safeguards that can be used to protect against false conclusions.Keywords
This publication has 95 references indexed in Scilit:
- A New Method to Calculate Higher-Order Entropies from Finite SamplesEurophysics Letters, 1993
- A reduction in the correlation dimension of heartbeat intervals precedes imminent ventricular fibrillation in human subjectsAmerican Heart Journal, 1993
- Comments on ‘Deterministic chaos: the science and the fiction' by D. RuelleProceedings of the Royal Society of London. Series A: Mathematical and Physical Sciences, 1991
- EmbedologyJournal of Statistical Physics, 1991
- Variation of Lyapunov exponents on a strange attractorJournal of Nonlinear Science, 1991
- Dynamics of brain electrical activityBrain Topography, 1989
- Noise reduction in dynamical systemsPhysical Review A, 1988
- Singular-value decomposition and embedding dimensionPhysical Review A, 1987
- Fractal Dimension of Strange Attractors from Radius versus Size of Arbitrary ClustersPhysical Review Letters, 1983
- Do neurons process information by relative intervals in spike trains?Neuroscience & Biobehavioral Reviews, 1983