Spontaneous brain activity as a source of ideal 1/f noise

被引:94
作者
Allegrini, Paolo [1 ,2 ,3 ]
Menicucci, Danilo [1 ,4 ]
Bedini, Remo [1 ,4 ]
Fronzoni, Leone [2 ,3 ]
Gemignani, Angelo [1 ,4 ,5 ]
Grigolini, Paolo [6 ]
West, Bruce J. [7 ]
Paradisi, Paolo [8 ]
机构
[1] CNR, IFC, I-56124 Pisa, Italy
[2] Univ Pisa, Dipartimento Fis E Fermi, I-56127 Pisa, Italy
[3] INFM CRS SOFT, I-56127 Pisa, Italy
[4] Scuola Super Sant Anna, Ctr EXTREME, I-56127 Pisa, Italy
[5] Univ Pisa, Dept Physiol Sci, I-56127 Pisa, Italy
[6] Univ N Texas, Ctr Nonlinear Sci, Denton, TX 76203 USA
[7] Duke Univ, Dept Phys, Durham, NC 27708 USA
[8] CNR, ISAC, Lecce Unit, I-73100 Lecce, Italy
关键词
1; f noise; electroencephalography; NONSTATIONARY TIME-SERIES; NEURONAL AVALANCHES; ANOMALOUS DIFFUSION; DYNAMICAL MODEL; INTERMITTENCY; FLUCTUATIONS; CRITICALITY; SIGNALS; SYSTEMS; MUSIC;
D O I
10.1103/PhysRevE.80.061914
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We study the electroencephalogram (EEG) of 30 closed-eye awake subjects with a technique of analysis recently proposed to detect punctual events signaling rapid transitions between different metastable states. After single-EEG-channel event detection, we study global properties of events simultaneously occurring among two or more electrodes termed coincidences. We convert the coincidences into a diffusion process with three distinct rules that can yield the same mu only in the case where the coincidences are driven by a renewal process. We establish that the time interval between two consecutive renewal events driving the coincidences has a waiting-time distribution with inverse power-law index mu approximate to 2 corresponding to ideal 1/f noise. We argue that this discovery, shared by all subjects of our study, supports the conviction that 1/f noise is an optimal communication channel for complex networks as in art or language and may therefore be the channel through which the brain influences complex processes and is influenced by them.
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页数:13
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