Does the 1/f frequency-scaling of brain signals reflect self-organized critical states?

Details Does the 1/f frequency-scaling of brain signals reflect self-organized critical states? Does the 1/f frequency-scaling of brain signals reflect self-organized critical states?

2006-08-15

arxiv.org/abs/q-bio/0608026v1

Physical Review Letters 97: 118102, 2006.

Biology

Quantitative Biology

Neurons and Cognition

3 figures, 6 pages

Scientific paper

10.1103/PhysRevLett.97.118102

Many complex systems display self-organized critical states characterized by 1/f frequency scaling of power spectra. Global variables such as the electroencephalogram, scale as 1/f, which could be the sign of self-organized critical states in neuronal activity. By analyzing simultaneous recordings of global and neuronal activities, we confirm the 1/f scaling of global variables for selected frequency bands, but show that neuronal activity is not consistent with critical states. We propose a model of 1/f scaling which does not rely on critical states, and which is testable experimentally.

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