Applications of Higuchi's fractal dimension in the analysis of biological signals

Applications of Higuchi's fractal dimension in the analysis of biological signals

Significant contribution to understanding of complex biological systems emerged from application of fractal analysis. This paper presents a fractal analysis as one of many mathematical methods in the analysis of biological signals. Higuchi's fractal dimension is used in stationary and quasi-sta...

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Hauptverfasser: Spasic, S., Savic, A., Nikolic, L., Budimir, S., Janosevic, D., Mitrovic, A.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
bio-signal analysis
Brain injuries
Brain modeling
Complexity theory
EEG
Electroencephalography
Fractals
Higuchi's fractal dimension
neuronal activity
Neurons
Rats
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Zusammenfassung:Significant contribution to understanding of complex biological systems emerged from application of fractal analysis. This paper presents a fractal analysis as one of many mathematical methods in the analysis of biological signals. Higuchi's fractal dimension is used in stationary and quasi-stationary bio-signals (EEG, ECoG) analysis and appropriately modified in the analysis of the bimodal pattern of neuronal activity as non-stationary signals.
DOI:10.1109/TELFOR.2012.6419291