Multifractal properties of brain neuron signals

被引:6
作者
Bershadskii, A
Dremencov, E
Fukayma, D
Yadid, G
机构
[1] ICAR, IL-91000 Jerusalem, Israel
[2] Yale Univ, Mason Lab, New Haven, CT 06520 USA
[3] Bar Ilan Univ, Fac Life Sci, IL-52900 Ramat Gan, Israel
[4] Chuo Univ, Dept Phys, Tokyo 1128551, Japan
[5] Informat & Math Sci Lab Inc, Toshima Ku, Tokyo 1710014, Japan
来源
EUROPHYSICS LETTERS | 2002年 / 58卷 / 02期
关键词
D O I
10.1209/epl/i2002-00638-x
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Data ( irregular spiking time-series) obtained in vivo from singular neurons belonging to brain's Red Nucleus are analyzed using multifractal tools and long-range correlations possessing scaling properties are found. A broad probability distribution ( log-normal like) is identified for generalized interspike intervals using the multifractal tools. A possibility of excessive utilization of stochastic resonance mechanism by genetically defined depressive brains has been briefly discussed in the light of the experimental results.
引用
收藏
页码:306 / 311
页数:6
相关论文
共 29 条
[1]   Scale-independent measures and pathologic cardiac dynamics [J].
Amaral, LAN ;
Goldberger, AL ;
Ivanov, PC ;
Stanley, HE .
PHYSICAL REVIEW LETTERS, 1998, 81 (11) :2388-2391
[2]  
ASHKENAZY Y, 2001, CONDMAT0103119
[3]   SINGULARITY SPECTRUM OF FRACTAL SIGNALS FROM WAVELET ANALYSIS - EXACT RESULTS [J].
BACRY, E ;
MUZY, JF ;
ARNEODO, A .
JOURNAL OF STATISTICAL PHYSICS, 1993, 70 (3-4) :635-674
[4]   THE MECHANISM OF STOCHASTIC RESONANCE [J].
BENZI, R ;
SUTERA, A ;
VULPIANI, A .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1981, 14 (11) :L453-L457
[5]   Local multifractal thermodynamics of 3D turbulence [J].
Bershadskii, A ;
Nakano, T ;
Fukayama, D ;
Gotoh, T .
EUROPEAN PHYSICAL JOURNAL B, 2000, 18 (01) :95-101
[6]   Detection of anomalous diffusion using confidence intervals of the scaling exponent with application to preterm neonatal heart rate variability [J].
Bickel, DR ;
Verklan, MT ;
Moon, J .
PHYSICAL REVIEW E, 1998, 58 (05) :6440-6448
[7]   A functional hypothesis for LGN-V1-TRN connectivities suggested by computer simulation [J].
Bickle, J ;
Bernstein, M ;
Heatley, M ;
Worley, C ;
Stiehl, S .
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 1999, 6 (03) :251-261
[8]   Cooperative behavior in periodically driven noisy integrate-fire models of neuronal dynamics [J].
Bulsara, AR ;
Elston, TC ;
Doering, CR ;
Lowen, SB ;
Lindenberg, K .
PHYSICAL REVIEW E, 1996, 53 (04) :3958-3969
[9]  
CARPEUTER MB, 1983, HUMAN NEUROANATOMY
[10]   Stochastic resonance in models of neuronal ensembles [J].
Chialvo, DR ;
Longtin, A ;
MullerGerking, J .
PHYSICAL REVIEW E, 1997, 55 (02) :1798-1808