Applications of Higuchi's fractal dimension in the Analysis of Biological Signals
Abstract
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.
Keywords:
neuronal activity / Higuchi's fractal dimension / EEG / bio-signal analysisSource:
2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings, 2012, 639-641Funding / projects:
- Fishes as water quality indicators in open waters of Serbia (RS-173045)
- Study of structure-function relationships in the plant cell wall and modifications of the wall structure by enzyme engineering (RS-173017)
- Biotechnology in vitro - crop, medicinal and endangered plant species (RS-173015)
- The effects of magnetic fields and other environmental stressors on the physiological responses and behavior of different species (RS-173027)
DOI: 10.1109/TELFOR.2012.6419291
ISBN: 978-146732984-2
WoS: 000316626800154
Scopus: 2-s2.0-84874174909
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Institut za multidisciplinarna istraživanjaTY - CONF AU - Spasić, Slađana AU - Savić, A. AU - Nikolic, L. AU - Budimir, Snežana M AU - Janosević, D. AU - Mitrović, Aleksandra PY - 2012 UR - http://rimsi.imsi.bg.ac.rs/handle/123456789/561 AB - 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. C3 - 2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings T1 - Applications of Higuchi's fractal dimension in the Analysis of Biological Signals EP - 641 SP - 639 DO - 10.1109/TELFOR.2012.6419291 ER -
@conference{ author = "Spasić, Slađana and Savić, A. and Nikolic, L. and Budimir, Snežana M and Janosević, D. and Mitrović, Aleksandra", year = "2012", abstract = "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.", journal = "2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings", title = "Applications of Higuchi's fractal dimension in the Analysis of Biological Signals", pages = "641-639", doi = "10.1109/TELFOR.2012.6419291" }
Spasić, S., Savić, A., Nikolic, L., Budimir, S. M., Janosević, D.,& Mitrović, A.. (2012). Applications of Higuchi's fractal dimension in the Analysis of Biological Signals. in 2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings, 639-641. https://doi.org/10.1109/TELFOR.2012.6419291
Spasić S, Savić A, Nikolic L, Budimir SM, Janosević D, Mitrović A. Applications of Higuchi's fractal dimension in the Analysis of Biological Signals. in 2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings. 2012;:639-641. doi:10.1109/TELFOR.2012.6419291 .
Spasić, Slađana, Savić, A., Nikolic, L., Budimir, Snežana M, Janosević, D., Mitrović, Aleksandra, "Applications of Higuchi's fractal dimension in the Analysis of Biological Signals" in 2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings (2012):639-641, https://doi.org/10.1109/TELFOR.2012.6419291 . .