Resting-state fractal brain connectivity is associated with impaired cognitive performance in healthy aging

A Czoch, Z Kaposzta, P Mukli, O Stylianou, A Eke… - GeroScience, 2024 - Springer
Aging affects cognitive functions even in the absence of ongoing pathologies. The
neurophysiological basis of age-related cognitive decline (CD), however, is not completely …

Chimera states in coupled pendulum with higher-order interaction

X Li, D Ghosh, Y Lei - Chaos, Solitons & Fractals, 2023 - Elsevier
The study of chimera states in non-pairwise interaction networks is one of the challenging
issues in current research. In recent work [S. Kundu and D. Ghosh (2022)], it was discovered …

Time in brain: how biological rhythms impact on EEG signals and on EEG-derived brain networks

K Lehnertz, T Rings, T Bröhl - Frontiers in Network Physiology, 2021 - frontiersin.org
Electroencephalography (EEG) is a widely employed tool for exploring brain dynamics and
is used extensively in various domains, ranging from clinical diagnosis via neuroscience …

Real-time algorithm for detrended cross-correlation analysis of long-range coupled processes

Z Kaposzta, A Czoch, O Stylianou, K Kim… - Frontiers in …, 2022 - frontiersin.org
Assessing power-law cross-correlations between a pair–or among a set–of processes is of
great significance in diverse fields of analyses ranging from neuroscience to financial …

Scale-free functional brain networks exhibit increased connectivity, are more integrated and less segregated in patients with Parkinson's disease following …

O Stylianou, Z Kaposzta, A Czoch, L Stefanovski… - Fractal and …, 2022 - mdpi.com
Dopaminergic treatment (DT), the standard therapy for Parkinson's disease (PD), alters the
dynamics of functional brain networks at specific time scales. Here, we explore the scale …

Fingerprints of decreased cognitive performance on fractal connectivity dynamics in healthy aging

Z Kaposzta, A Czoch, P Mukli, O Stylianou, DH Liu… - GeroScience, 2024 - Springer
Abstract Analysis of brain functional connectivity (FC) could provide insight in how and why
cognitive functions decline even in healthy aging (HA). Despite FC being established as …

Multifractal functional connectivity analysis of electroencephalogram reveals reorganization of brain networks in a visual pattern recognition paradigm

O Stylianou, FS Racz, K Kim, Z Kaposzta… - Frontiers in Human …, 2021 - frontiersin.org
The human brain consists of anatomically distant neuronal assemblies that are
interconnected via a myriad of synapses. This anatomical network provides the …

Causal influences of salience/cerebellar networks on dorsal attention network subserved age-related cognitive slowing

CHY Wong, J Liu, J Tao, L Chen, H Yuan, MNK Wong… - GeroScience, 2023 - Springer
Age-related cognitive slowing is a prominent precursor of cognitive decline. Functional
neuroimaging studies found that cognitive processing speed is associated with activation …

Multiple-resampling cross-spectral analysis: an unbiased tool for estimating fractal connectivity with an application to neurophysiological signals

FS Racz, A Czoch, Z Kaposzta, O Stylianou… - Frontiers in …, 2022 - frontiersin.org
Investigating scale-free (ie, fractal) functional connectivity in the brain has recently attracted
increasing attention. Although numerous methods have been developed to assess the …

Multiscale detrended cross-correlation coefficient: estimating coupling in non-stationary neurophysiological signals

O Stylianou, G Susi, M Hoffmann… - Frontiers in …, 2024 - frontiersin.org
The brain consists of a vastly interconnected network of regions, the connectome. By
estimating the statistical interdependence of neurophysiological time series, we can …