Articles

Article

Original Article

Exp Neurobiol 2017; 26(6): 362-368

Published online December 31, 2017

https://doi.org/10.5607/en.2017.26.6.362

© The Korean Society for Brain and Neural Sciences

A Novel Visualization Method for Sleep Spindles Based on Source Localization of High Density EEG

Soohyun Lee1, Seunghwan Kim1 and Jee Hyun Choi2*

1Department of Physics, Pohang University of Science and Technology, Pohang 37673, 2Center for Neuroscience, Korea Institute of Science and Technology, Seoul 02792, Korea

Correspondence to: *To whom correspondence should be addressed.
TEL: 82-2-958-6952, FAX: 82-2-958-6737
e-mail: jeechoi@kist.re.kr

Received: October 5, 2017; Revised: November 30, 2017; Accepted: December 7, 2017

Equivalent dipole source localization is a well-established approach to localizing the electrical activity in electroencephalogram (EEG). So far, source localization has been used primarily in localizing the epileptic source in human epileptic patients. Currently, source localization techniques have been applied to account for localizing epileptic source among the epileptic patients. Here, we present the first application of source localization in the field of sleep spindle in mouse brain. The spatial distribution of cortical potential was obtained by high density EEG and then the anterior and posterior sleep spindles were classified based on the K-mean clustering algorithm. To solve the forward problem, a realistic geometry brain model was produced based on boundary element method (BEM) using mouse MRI. Then, we applied four different source estimation algorithms (minimum norm, eLORETA, sLORETA, and LORETA) to estimate the spatial location of equivalent dipole source of sleep spindles. The estimated sources of anterior and posterior spindles were plotted in a cine-mode that revealed different topographic patterns of spindle propagation. The characterization of sleep spindles may be better be distinguished by our novel visualization method.

Graphical Abstract


Keywords: high density EEG, mice, sleep spindles