Application of Higuchi's fractal dimension from basic to clinical neurophysiology: a review

S Kesić, SZ Spasić - Computer methods and programs in biomedicine, 2016 - Elsevier
Background and objective For more than 20 years, Higuchi's fractal dimension (HFD), as a
nonlinear method, has occupied an important place in the analysis of biological signals. The …

Region-specific complexity of the intracranial EEG in the sleeping human brain

E Olejarczyk, J Gotman, B Frauscher - Scientific Reports, 2022 - nature.com
As the brain is a complex system with occurrence of self-similarity at different levels, a
dedicated analysis of the complexity of brain signals is of interest to elucidate the functional …

An estimation method of fractal parameters on rough surfaces based on the exact spectral moment using artificial neural network

K Jiang, Z Liu, Y Tian, T Zhang, C Yang - Chaos, Solitons & Fractals, 2022 - Elsevier
Fractal parameters (FP) significantly influence contact mechanics characteristics, such as
contact stiffness, friction and wear. The existing methods liking the power spectral density …

Markers of central neuropathic pain in Higuchi fractal analysis of EEG signals from people with spinal cord injury

K Anderson, C Chirion, M Fraser, M Purcell… - Frontiers in …, 2021 - frontiersin.org
Central neuropathic pain (CNP) negatively impacts the quality of life in a large proportion of
people with spinal cord injury (SCI). With no cure at present, it is crucial to improve our …

Four-classes human emotion recognition via entropy characteristic and random Forest

J Zhang, Y Min - Information Technology and Control, 2020 - itc.ktu.lt
Abstract Human Emotion Recognition is of vital importance to realize human-computer
interaction (HCI), while multichannel electroencephalogram (EEG) signals gradually replace …

Parameters analyzed of Higuchi's fractal dimension for EEG brain signals

CF Vega, J Noel - 2015 Signal Processing Symposium …, 2015 - ieeexplore.ieee.org
Due to the stochastic nature of EEG signals, various nonlinear patterns and methods have
been applied in order to obtain characteristic understanding of their dynamic behavior [6] …

Modeling the relationship between Higuchi's fractal dimension and Fourier spectra of physiological signals

A Kalauzi, T Bojić, A Vuckovic - Medical & biological engineering & …, 2012 - Springer
The exact mathematical relationship between FFT spectrum and fractal dimension (FD) of an
experimentally recorded signal is not known. In this work, we tried to calculate signal FD …

Influence of electrode surface area on the fractal dimensions of electrogastrograms and fractal analysis of normal and abnormal digestion process

A Paramasivam, K Kamalanand… - … on Recent Trends in …, 2018 - ieeexplore.ieee.org
Electrogastrogram (EGG) signals are electrical signals generated by stomach muscles and
these signals are used to perform diagnoses of digestive disorders. For the non-invasive …

Impact of anesthetic regimen on the respiratory pattern, EEG microstructure and sleep in the rat model of cholinergic Parkinson's disease neuropathology

K Lazic, J Petrovic, J Ciric, A Kalauzi, J Saponjic - Neuroscience, 2015 - Elsevier
Objectives: We hypothesized that the impact of distinct anesthetic regimens could be
differently expressed during anesthesia and on post-anesthesia sleep in the …

Fractal dimension, and the problems traps of its estimation

C Sevcik - arXiv preprint arXiv:2406.19885, 2024 - arxiv.org
This chapter deals with error and uncertainty in data. Treats their measuring methods and
meaning. It shows that uncertainty is a natural property of many data sets. Uncertainty is …