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

Articolo
Data di Pubblicazione:
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.
Tipologia CRIS:
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
Elenco autori:
Paradisi, Paolo
Autori di Ateneo:
PARADISI PAOLO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/1900
Link al Full Text:
https://iris.cnr.it//retrieve/handle/20.500.14243/1900/4320/prod_182509-doc_24623.pdf
Pubblicato in:
PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR AND SOFT MATTER PHYSICS
Journal
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URL

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