Recurrence quantification analysis of eye movements

Meta-analysis of Eye Movements

A meta-analysis of the contribution of eye movements in processing emotional memories. Abstract Background and objectives: Eye Movement Desensitisation and Reprocessing (EMDR) is

Automated Detection of Stereotypical Motor Movements in Autism Spectrum Disorder Using Recurrence Quantification Analysis

A number of recent studies using accelerometer features as input to machine learning classifiers show promising results for automatically detecting stereotypical motor movements (SMM) in individuals with Autism Spectrum Disorder (ASD). However, replicating these results across different types of accelerometers and their position on the body still remains a challenge. We introduce a new set of f...

Recurrence Quantification Analysis of Financial Markets

Recurrence quantification analysis is a nonlinear time series analysis technique that detects deterministic dependencies in time series. This technique is particularly appropriate for modeling financial time series since it requires no assumptions on stationarity, statistical distribution, and minimum number of observations. This chapter illustrates two applications of recurrence quantification...

Recurrence Quantification Analysis of Surface Electromyograms

In this paper we describe one of the possible application of recurrence plot strategy to the analysis of surface elctromyograms (sEMG). Recurrence quantification analysis (RQA) is an efficient time-series analysis tool pertaining to the class of non-linear dynamics time-domain processing. We analysed sEMG recorded during isometric contractions at constant and linearly varying force. In order to...

Recurrence Quantification Analysis of Nonlinear Dynamical Systems