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

Academic Article
Publication Date:
2009
abstract:
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 about 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.
Iris type:
01.01 Articolo in rivista
Keywords:
87.85.dm Physical models of neurophysiological processes; 89.75.Da Systems obeying scaling laws; 87.19.le EEG and MEG
List of contributors:
Paradisi, Paolo
Authors of the University:
PARADISI PAOLO
Handle:
https://iris.cnr.it/handle/20.500.14243/1900
Full Text:
https://iris.cnr.it//retrieve/handle/20.500.14243/1900/4320/prod_182509-doc_24623.pdf
Published in:
PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR AND SOFT MATTER PHYSICS
Journal
  • Overview

Overview

URL

http://pre.aps.org/abstract/PRE/v80/i6/e061914
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