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Analysis of observed chaotic data

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The article was published on 2004-01-01 and is currently open access. It has received 602 citations till now. The article focuses on the topics: Chaotic.

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Citations
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Journal ArticleDOI

Despiking Acoustic Doppler Velocimeter Data

TL;DR: A new method for detecting spikes in acoustic Doppler velocimeter data sequences is suggested and it is shown to have superior performance to various other methods and it has the added advantage that it requires no parameters.
Journal ArticleDOI

Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field

TL;DR: Interpretation of results in terms of 'functional sources' and 'functional networks' allows the identification of three basic patterns of brain dynamics: normal, ongoing dynamics during a no-task, resting state in healthy subjects, and hypersynchronous, highly nonlinear dynamics of epileptic seizures and degenerative encephalopathies.
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Human movement variability, nonlinear dynamics, and pathology: Is there a connection?

TL;DR: Evidence supports the presence of an optimal state of variability for healthy and functional movement, and innovations in the exploration of variability and their potential importance in understanding human movement are described.
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Recurrence networks—a novel paradigm for nonlinear time series analysis

TL;DR: In this article, a new approach for analyzing the structural properties of time series from complex systems is presented, which can be considered as a unifying framework for transforming time series into complex networks that also includes other existing methods as special cases.
Journal ArticleDOI

Is there chaos in the brain? II. Experimental evidence and related models.

TL;DR: The data and main arguments that support the existence of chaos at all levels from the simplest to the most complex forms of organization of the nervous system are presented.
References
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Book

A wavelet tour of signal processing

TL;DR: An introduction to a Transient World and an Approximation Tour of Wavelet Packet and Local Cosine Bases.
Book

Information Theory and Reliable Communication

TL;DR: This chapter discusses Coding for Discrete Sources, Techniques for Coding and Decoding, and Source Coding with a Fidelity Criterion.
Book

Nonlinear time series analysis

TL;DR: Using nonlinear methods when determinism is weak, as well as selected nonlinear phenomena, is suggested to be a viable alternative to linear methods.
Journal ArticleDOI

Time-frequency distributions-a review

TL;DR: A review and tutorial of the fundamental ideas and methods of joint time-frequency distributions is presented with emphasis on the diversity of concepts and motivations that have gone into the formation of the field.
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