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This paper examines nonlinear effects in a neural field model of the corticothalamic system to predict the EEG power spectrum of sleep spindles. Nonlinearity in the thalamic relay nuclei gives rise to a spindle harmonic visible in the cortical EEG. By deriving an analytic expression for nonlinear spectrum, the power in the spindle harmonic is predicted to scale quadratically with the power in the spindle oscillation. By isolating sleep spindles from background sleep in experimental EEG data, the spindle harmonic is directly observed.

Original publication

DOI

10.1016/j.jtbi.2013.11.013

Type

Journal article

Journal

J Theor Biol

Publication Date

07/03/2014

Volume

344

Pages

70 - 77

Keywords

EEG, Neural field theory, Neurophysiology, Biological Clocks, Cerebral Cortex, Electroencephalography, Humans, Models, Neurological, Nerve Net, Nonlinear Dynamics, Signal Processing, Computer-Assisted, Sleep, Thalamus