Spatio-temporal correlations in human gamma band electrocorticograms

V. Menon, W. J. Freeman, B. A. Cutillo, John Desmond, M. F. Ward, S. L. Bressler, K. D. Laxer, N. Barbaro, A. S. Gevins

Research output: Contribution to journalArticle

Abstract

Animal electrocorticogram (ECoG) studies have shown that spatial patterns in the gamma band (> 20 Hz) reflect perceptual categorization. Spatio-temporal correlations were investigated in the 20-50 Hz range in search for similar phenomena in human ECoG. ECoGs were recorded in a somatosensory discrimination task from 64-electrode subdural grid arrays, with inter-electrode spacing of 1 cm, overlying somatosensory, motor and superior temporal cortices in 2 patients with intractable epilepsy. Bootstrap techniques were devised to analyze the spatial and temporal characteristics of the correlations. Despite an extensive search, no evidence was found for globally correlated activity related to-behavior either in narrow (i.e., 35-45 Hz) or broad (i.e., 20-50 Hz) bands. Spatial patterns, extracted using principal component analysis, could not be classified with respect to stimulus type in any time interval. Instead, spatially and temporally intermittent synchronization was observed between pairs of electrodes in 1 cm x 1 cm regions with high variability within and across trials. The distribution of correlation coefficients differed substantially from background levels at inter-electrode distances of 1 cm and 1.4 cm but not 2 cm or more. The minimum duration of correlation, the decorrelation time, of the ECoG was about 50 msec; the average correlation duration at 1 cm inter-electrode distance was about 150 msec; and the recurrence rate of significant correlation peaks was about 1.3/sec. The findings suggest that the surface diameters of domains of spatially correlated activity underlying perceptual categorization in human gamma band ECoG are limited to less than 2 cm and that the intermittent synchronization observed across separations of 1 cm and 1.4 cm is not solely due to volume conduction. Thus, if such gamma band spatial patterns exist in the human brain, no existing technology would be capable of measuring them at the scalp, and subdural electrode arrays for cortical surface recording would have to have spacings under 5 mm.

Original languageEnglish (US)
Pages (from-to)89-102
Number of pages14
JournalElectroencephalography and Clinical Neurophysiology
Volume98
Issue number2
DOIs
StatePublished - Feb 1996
Externally publishedYes

Fingerprint

Electrodes
Spatio-Temporal Analysis
Temporal Lobe
Principal Component Analysis
Scalp
Technology
Recurrence
Brain

Keywords

  • Bootstrap
  • Gamma
  • Human ECoG
  • Spatio-temporal correlations

ASJC Scopus subject areas

  • Clinical Neurology
  • Neuroscience(all)

Cite this

Menon, V., Freeman, W. J., Cutillo, B. A., Desmond, J., Ward, M. F., Bressler, S. L., ... Gevins, A. S. (1996). Spatio-temporal correlations in human gamma band electrocorticograms. Electroencephalography and Clinical Neurophysiology, 98(2), 89-102. https://doi.org/10.1016/0013-4694(95)00206-5

Spatio-temporal correlations in human gamma band electrocorticograms. / Menon, V.; Freeman, W. J.; Cutillo, B. A.; Desmond, John; Ward, M. F.; Bressler, S. L.; Laxer, K. D.; Barbaro, N.; Gevins, A. S.

In: Electroencephalography and Clinical Neurophysiology, Vol. 98, No. 2, 02.1996, p. 89-102.

Research output: Contribution to journalArticle

Menon, V, Freeman, WJ, Cutillo, BA, Desmond, J, Ward, MF, Bressler, SL, Laxer, KD, Barbaro, N & Gevins, AS 1996, 'Spatio-temporal correlations in human gamma band electrocorticograms', Electroencephalography and Clinical Neurophysiology, vol. 98, no. 2, pp. 89-102. https://doi.org/10.1016/0013-4694(95)00206-5
Menon, V. ; Freeman, W. J. ; Cutillo, B. A. ; Desmond, John ; Ward, M. F. ; Bressler, S. L. ; Laxer, K. D. ; Barbaro, N. ; Gevins, A. S. / Spatio-temporal correlations in human gamma band electrocorticograms. In: Electroencephalography and Clinical Neurophysiology. 1996 ; Vol. 98, No. 2. pp. 89-102.
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