English

ECoG observations of power-law scaling in the human cortex

Neurons and Cognition 2007-12-11 v1 Other Condensed Matter

Abstract

We report the results of our search for power-law electrical signals in the human brain, using subdural electrocorticographic recordings from the surface of the cortex. The power spectral density (PSD) of these signals has the power-law form P(f)fχ P(f)\sim f^{-\chi} from 80 to 500 Hz. This scaling index χ=4.0±0.1\chi = 4.0\pm 0.1 is universal, across subjects, area in the cortex, and local neural activity levels. The shape of the PSD does not change with local cortex activity, only its amplitude increases. We observe a knee in the spectra at f070f_0\simeq 70 Hz, implying the existence of a characteristic time scale τ=(2πf0)124\tau=(2\pi f_0)^{-1}\simeq 2-4 msec. For f<f0f<f_0 we find evidence for a power-law with χL2.0±0.4\chi_L\simeq 2.0\pm 0.4.

Keywords

Cite

@article{arxiv.0712.0846,
  title  = {ECoG observations of power-law scaling in the human cortex},
  author = {Kai J. Miller and Larry B. Sorensen and Jeffrey G. Ojemann and Marcel den Nijs},
  journal= {arXiv preprint arXiv:0712.0846},
  year   = {2007}
}

Comments

4 pages, 4 figures