Role of coupling distances in a coupled thalamocortical network in the treatment of epilepsy

Abstract

The establishment of a recent theoretical model of a coupled cortical thalamic network is an important step in the spatiotemporal dynamics of the brain. However, choosing the coupling distances and parameters for deep brain stimulation remains a very challenging task. This study aimed to establish a coupled cortical thalamic model with uncertain coupling distances. Utilizing different pathways formed by the pyramidal neuronal population, thalamic reticular nucleus, and thalamic relay nucleus, we reduced epileptic seizures with spike-wave discharges (SWDs) at 2–4 Hz. In modelling terms, numerical simulations demonstrated that a combination (1/3, 1/9) of the left and right ventricles is the optimal coupling distance of the proposed model by analyzing the percentage of SWDs. In simulation terms, on the one hand, the number of SWDs is inversely proportional to the amplitude; on the other hand, the number of SWDs shows a U-shaped trend with the change in frequency. The present study provides an important theoretical basis and direction for the future treatment of absence epilepsy. In brief, our simulation results will hopefully provide some help to patients.