Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus

Based on a modified neural field network model composed of cortex and thalamus, we here propose a computational frameworkto investigate the onset control of absence seizure, which is characterized by the spike-wave discharges. Firstly, we brieflydemonstrate the existence of various transition types...

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Main Authors: Su Yu Liu, Qing Yun Wang, Deng Gui Fan
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-04-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2016.00028/full
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spelling doaj-3d17d28f8d4b458dbcf7693f781e4fdf2020-11-25T00:13:10ZengFrontiers Media S.A.Frontiers in Computational Neuroscience1662-51882016-04-011010.3389/fncom.2016.00028171451Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamusSu Yu Liu0Qing Yun Wang1Deng Gui Fan2Beihang UniversityBeihang UniversityBeihang UniversityBased on a modified neural field network model composed of cortex and thalamus, we here propose a computational frameworkto investigate the onset control of absence seizure, which is characterized by the spike-wave discharges. Firstly, we brieflydemonstrate the existence of various transition types in Taylor's model by increasing the thalamic input. Furthermore,after the disinhibitory function is reasonably introduced into the Taylor's model, we can observe the occurrence ofvarious transition states of firing patterns with different dominant frequencies as the thalamic input is varied under differentdisinhibitory effects onto the pyramidal neural population. Interestingly, it is found that the onset of spike-wave dischargescan be delayed as the disinhibitory input is considered. More importantly, we explore bifurcation mechanism of firing transitionsas some key parameters are changed. And also, we observe other dynamical states, such as simple oscillations and saturateddischarges with different spatial scales, which are consistent with previous theoretical or experimental findings.http://journal.frontiersin.org/Journal/10.3389/fncom.2016.00028/fullbifurcationspike-wave dischargesabsence seizuresdisinhibitory inputDelay onset
collection DOAJ
language English
format Article
sources DOAJ
author Su Yu Liu
Qing Yun Wang
Deng Gui Fan
spellingShingle Su Yu Liu
Qing Yun Wang
Deng Gui Fan
Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus
Frontiers in Computational Neuroscience
bifurcation
spike-wave discharges
absence seizures
disinhibitory input
Delay onset
author_facet Su Yu Liu
Qing Yun Wang
Deng Gui Fan
author_sort Su Yu Liu
title Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus
title_short Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus
title_full Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus
title_fullStr Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus
title_full_unstemmed Disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus
title_sort disinhibition-induced delayed onset of epileptic spike-wave discharges in a five variable model of cortex and thalamus
publisher Frontiers Media S.A.
series Frontiers in Computational Neuroscience
issn 1662-5188
publishDate 2016-04-01
description Based on a modified neural field network model composed of cortex and thalamus, we here propose a computational frameworkto investigate the onset control of absence seizure, which is characterized by the spike-wave discharges. Firstly, we brieflydemonstrate the existence of various transition types in Taylor's model by increasing the thalamic input. Furthermore,after the disinhibitory function is reasonably introduced into the Taylor's model, we can observe the occurrence ofvarious transition states of firing patterns with different dominant frequencies as the thalamic input is varied under differentdisinhibitory effects onto the pyramidal neural population. Interestingly, it is found that the onset of spike-wave dischargescan be delayed as the disinhibitory input is considered. More importantly, we explore bifurcation mechanism of firing transitionsas some key parameters are changed. And also, we observe other dynamical states, such as simple oscillations and saturateddischarges with different spatial scales, which are consistent with previous theoretical or experimental findings.
topic bifurcation
spike-wave discharges
absence seizures
disinhibitory input
Delay onset
url http://journal.frontiersin.org/Journal/10.3389/fncom.2016.00028/full
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