Recurrence Quantification Analysis

Recurrence quantification analysis - Wikipedia

It quantifies the number and duration of recurrences of a dynamical system presented by its phase space trajectory.

Recurrence Quantification Analysis, Definition - recurrence-plot.tk

The recurrence quantification analysis (RQA) is a method of nonlinear data analysis which quantifies the number and duration of recurrences of a dynamical ...

Recurrence Quantification Analysis of Nonlinear Dynamical Systems

Although recurrence quantification analysis (RQA) is scantly a decade old (Zbilut. & Webber, 1992; Webber & Zbilut, 1994), the concept of recurrence in.

Recurrence Quantification for the Analysis of Coupled Processes in ...

This paper presents an introduction to recurrence quantification analysis (RQA) and cross-recurrence quantification analysis (CRQA), two dynamical systems ...

Recurrence Quantification Analysis · RecurrenceAnalysis.jl

A RecurrenceMatrix can be analyzed in several ways to yield information about the dynamics of the trajectory. All these various measures and functions are ...

Recurrence quantification analysis as a tool for nonlinear ...

Recurrence quantification analysis is a powerful discriminatory tool which, when properly applied to cardiac signals, can provide objectivity.

PyRQA - Conducting Recurrence Quantification Analysis on Very ...

Abstract ... PyRQA is a software package that efficiently conducts recurrence quantification analysis (RQA) on time series consisting of more than ...

Analyzing Multivariate Dynamics Using Cross-Recurrence ...

Instead of quantifying recurrences within a time-series (as RQA does), CRQA quantifies cross-recurrences between two time-series. This bivariate extension of ...

Recurrence quantification analysis for fine-scale characterisation of ...

Analysis of membrane potential time series is here approached using RQA, an important method for nonlinear data analysis. RQA is based on the ...

Recurrence Quantification Analysis: Theory and Applications

A tool to analyse those systems is recurrence quantification analysis (RQA). RQA does not rely on any sort of assumption of stationarity and is not sensitive ...

Recurrence quantification analysis of postural fluctuations

%RECUR is a quantification of time correlation—it quantifies the percentage of points which, over time, return to the same local neighborhood in the ...

How to use Recurrence Quantification Analysis to detect ... - YouTube

In this tutorial, we are going to explore recurrence plots - a visualization technique for time series data. We are going to see the ...

Introduction to Recurrence Quantification Analysis (RQA)

Quantities capturing the amount and distribution of points on the plot. RQA Measures. Recurrence rate (%REC):. Total percentage of the plot occupied by points.

Multidimensional Recurrence Quantification Analysis (MdRQA) for ...

Multidimensional Recurrence Quantification Analysis (MdRQA). MdRQA is a recurrence-based analysis technique to gauge the coordination pattern of multiple ...

Recurrence Quantification Analysis of Heart Rate During Mental ...

Repeated mental workload during a high-paced video game has been associated with a significant reduction in RQA indicators of heart rate variability (HRV) ...

Recurrence Quantification Analysis as a Form of Postural Control ...

This review aimed to show how the RQA measures look in different groups of subjects when assessing postural stability during quiet standing and how the authors ...

recurrence plot and recurrence quantification analysis techniques ...

Analysis, nonlinear time series analysis, DAX, NASDAQ. Abstract. Recurrence Plot (RP) and Recurrence Quantification Analysis (RQA) are signal numerical ...

Recurrence Quantification Analysis: Theory and Best Practices

This multi-authored book intends to comprehensively introduce and showcase recent advances as well as established best practices concerning both theoretical and ...

Recurrence Quantification Analysis • casnet - Fred Hasselman

Using functions rp , rp_measures and rp_plot . These functions use a thresholded distance matrix known as a recurrence plot to calculate RQA ...

Recurrence Quantification analysis and Transient Otoacoustic ...

The RQA aims to a direct and quantitative description of the amount of deterministic structure of a signal. The basic idea behind RQA is the identification of ...