[HTML][HTML] Detrended fluctuation analysis: a scale-free view on neuronal oscillations

R Hardstone, SS Poil, G Schiavone, R Jansen… - Frontiers in …, 2012 - frontiersin.org
Recent years of research have shown that the complex temporal structure of ongoing
oscillations is scale-free and characterized by long-range temporal correlations. Detrended …

On the scaling effect in global surface air temperature anomalies

CA Varotsos, MN Efstathiou… - … Chemistry and Physics, 2013 - acp.copernicus.org
The annual and the monthly mean values of the land-surface air temperature anomalies
from 1880–2011, over both hemispheres, are used to investigate the existence of long …

Multifractal parameters as an indication of different physiological and pathological states of the human brain

S Dutta, D Ghosh, S Samanta, S Dey - Physica A: Statistical Mechanics and …, 2014 - Elsevier
This paper presents a study on multifractal parameters of EEG patterns on the human brain.
Multifractal detrended fluctuation analysis was applied to human EEG for normal and …

Distinguishing epileptiform discharges from normal electroencephalograms using adaptive fractal and network analysis: A clinical perspective

Q Li, J Gao, Z Zhang, Q Huang, Y Wu, B Xu - Frontiers in Physiology, 2020 - frontiersin.org
Epilepsy is one of the most common disorders of the brain. Clinically, to corroborate an
epileptic seizure-like symptom and to find the seizure localization, electroencephalogram …

Scale-specific order parameter fluctuations of seismicity before mainshocks: Natural time and Detrended Fluctuation Analysis

PA Varotsos, NV Sarlis, ES Skordas - Europhysics Letters, 2012 - iopscience.iop.org
The order parameter fluctuations of seismicity are investigated upon considering a natural
time window of fixed length sliding through the consecutive earthquakes that occurred in …

Power considerations for the application of detrended fluctuation analysis in gait variability studies

NA Kuznetsov, CK Rhea - PLoS One, 2017 - journals.plos.org
The assessment of gait variability using stochastic signal processing techniques such as
detrended fluctuation analysis (DFA) has been shown to be a sensitive tool for evaluation of …

[HTML][HTML] Tightening up the control of treadmill walking: effects of maneuverability range and acoustic pacing on stride-to-stride fluctuations

M Roerdink, CP De Jonge, LM Smid… - Frontiers in …, 2019 - frontiersin.org
The correlational structure of stride-to-stride fluctuations differs between healthy and
pathological gait. Uncorrelated and anti-persistent stride-to-stride fluctuations are believed …

[HTML][HTML] Optimizing reservoir computers for signal classification

TL Carroll - Frontiers in Physiology, 2021 - frontiersin.org
Reservoir computers are a type of recurrent neural network for which the network
connections are not changed. To train the reservoir computer, a set of output signals from …

Magnitude and sign of long-range correlated time series: Decomposition and surrogate signal generation

M Gómez-Extremera, P Carpena, PC Ivanov… - Physical Review E, 2016 - APS
We systematically study the scaling properties of the magnitude and sign of the fluctuations
in correlated time series, which is a simple and useful approach to distinguish between …

Aggressive dominance can decrease behavioral complexity on subordinates through synchronization of locomotor activities

RS Alcala, JM Caliva, AG Flesia, RH Marin… - Communications …, 2019 - nature.com
Social environments are known to influence behavior. Moreover, within small social groups,
dominant/subordinate relationships frequently emerge. Dominants can display aggressive …