[HTML][HTML] Complex systems and the technology of variability analysis

AJE Seely, PT Macklem - Critical care, 2004 - Springer
Characteristic patterns of variation over time, namely rhythms, represent a defining feature of
complex systems, one that is synonymous with life. Despite the intrinsic dynamic …

Nonlinear brain dynamics as macroscopic manifestation of underlying many-body field dynamics

WJ Freeman, G Vitiello - Physics of life reviews, 2006 - Elsevier
Neural activity patterns related to behavior occur at many scales in time and space from the
atomic and molecular to the whole brain. Patterns form through interactions in both …

[HTML][HTML] The spectral exponent of the resting EEG indexes the presence of consciousness during unresponsiveness induced by propofol, xenon, and ketamine

MA Colombo, M Napolitani, M Boly, O Gosseries… - NeuroImage, 2019 - Elsevier
Despite the absence of responsiveness during anesthesia, conscious experience may
persist. However, reliable, easily acquirable and interpretable neurophysiological markers of …

[HTML][HTML] Complex Pearson correlation coefficient for EEG connectivity analysis

Z Šverko, M Vrankić, S Vlahinić, P Rogelj - Sensors, 2022 - mdpi.com
In the background of all human thinking—acting and reacting are sets of connections
between different neurons or groups of neurons. We studied and evaluated these …

Separating fractal and oscillatory components in the power spectrum of neurophysiological signal

H Wen, Z Liu - Brain topography, 2016 - Springer
Neurophysiological field-potential signals consist of both arrhythmic and rhythmic patterns
indicative of the fractal and oscillatory dynamics arising from likely distinct mechanisms …

Spatial spectra of scalp EEG and EMG from awake humans

WJ Freeman, MD Holmes, BC Burke… - Clinical …, 2003 - Elsevier
Objective: Evaluate spectral scaling properties of scalp electroencephalogram (EEG) and
electromyogram (EMG), optimal spacing of electrodes, and strategies for mitigating EMG …

Analysis of regularity in the EEG background activity of Alzheimer's disease patients with Approximate Entropy

D Abásolo, R Hornero, P Espino, J Poza… - Clinical …, 2005 - Elsevier
OBJECTIVE: The aim of this study was to analyse the regularity of the EEG background
activity of Alzheimer's disease (AD) patients to test the hypothesis that the irregularity of the …

[图书][B] Multiscale analysis of complex time series: integration of chaos and random fractal theory, and beyond

J Gao, Y Cao, W Tung, J Hu - 2007 - books.google.com
The only integrative approach to chaos and random fractal theory Chaos and random fractal
theory are two of the most important theories developed for data analysis. Until now, there …

Scale‐free dynamics of global functional connectivity in the human brain

CJ Stam, EA De Bruin - Human brain mapping, 2004 - Wiley Online Library
Higher brain functions depend upon the rapid creation and dissolution of ever changing
synchronous cell assemblies. We examine the hypothesis that the dynamics of this process …

Aperiodic phase re‐setting in scalp EEG of beta–gamma oscillations by state transitions at alpha–theta rates

WJ Freeman, BC Burke, MD Holmes - Human brain mapping, 2003 - Wiley Online Library
We evaluated the rapid changes in regional scalp EEG synchronization in normal subjects
with spatial and temporal resolution exceeding prior art 10‐fold with a high spatial density …