EEG PATTERN OF NORMAL AND EPILEPTIC RATS: MONOFRACTAL OR MULTIFRACTAL?

被引:20
|
作者
Dutta, Srimonti [1 ]
机构
[1] Behala Coll, Dept Phys, Parnasree Pally Kolkata 700060, India
关键词
Epilepsy; Non-Stationary Time Series; Multifractal; Monofractal; Degree of Multifractality; DETRENDED FLUCTUATION ANALYSIS; DNA-SEQUENCES; MAGNITUDE; SEIZURES; REGIONS;
D O I
10.1142/S0218348X10005081
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The EEG patterns for normal and epileptic rats were studied in the framework of multifractal detrended fluctuation analysis (MFDFA). The patterns were found to be multifractal for normal rats. For epileptic rats the pattern was found to be monofractal in some cases and multifractal in others. The degree of multifractality was found to be higher in normal sample compared to the epileptic sample.
引用
收藏
页码:425 / 431
页数:7
相关论文
共 50 条
  • [1] Characterization of healthy and epileptic brain EEG signals by monofractal and multifractal analysis
    Meghdadi, Amir H.
    Kinsner, Witold
    Fazel-Rezai, Reza
    2008 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-4, 2008, : 1344 - 1348
  • [2] Fractal analysis in normal EEG and epileptic EEG of rats
    Zhou, Ping
    Li, Feng
    Liu, Wen-Yan
    Yang, Miao
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2006, VOL 14, PTS 1-6, 2007, 14 : 1266 - 1269
  • [3] Spatio-temporal analysis of monofractal and multifractal properties of the human sleep EEG
    Weiss, Bela
    Clemens, Zsofia
    Bodizs, Robert
    Vago, Zsuzsanna
    Halasz, Peter
    JOURNAL OF NEUROSCIENCE METHODS, 2009, 185 (01) : 116 - 124
  • [4] Multifractal background noise of monofractal signals
    Grech, D.
    Pamula, G.
    Acta Physica Polonica A, 2012, 121 (2 B)
  • [5] Multifractal Background Noise of Monofractal Signals
    Grech, D.
    Pamula, G.
    ACTA PHYSICA POLONICA A, 2012, 121 (02) : B34 - B39
  • [6] On the multifractal effects generated by monofractal signals
    Grech, Dariusz
    Pamula, Grzegorz
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (23) : 5845 - 5864
  • [7] Multifractal to monofractal evolution of the London street network
    Murcio, Roberto
    Masucci, A. Paolo
    Arcaute, Elsa
    Batty, Michael
    PHYSICAL REVIEW E, 2015, 92 (06):
  • [8] Monofractal and multifractal approaches to complex biomedical signals
    Stanley, HE
    Amaral, LAN
    Goldberger, AL
    Havlin, S
    Ivanov, PC
    Peng, CK
    STOCHASTIC AND CHAOTIC DYNAMICS IN THE LAKES, 2000, 502 : 133 - 145
  • [9] Statistical physics and physiology: Monofractal and multifractal approaches
    Stanley, HE
    Amaral, LAN
    Goldberger, AL
    Havlin, S
    Ivanov, PC
    Peng, CK
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 1999, 270 (1-2) : 309 - 324
  • [10] A performance comparison of monofractal and multifractal traffic streams
    Balakrishnan, R
    Williamson, C
    8TH INTERNATIONAL SYMPOSIUM ON MODELING, ANALYSIS AND SIMULATION OF COMPUTER AND TELECOMMUNICATION SYSTEMS, PROCEEDINGS, 2000, : 214 - 223