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The phase response of the cortical slow oscillation

机译:皮质缓慢振荡的相位响应

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Cortical slow oscillations occur in the mammalian brain during deep sleep and have been shown to contribute to memory consolidation, an effect that can be enhanced by electrical stimulation. As the precise underlying working mechanisms are not known it is desired to develop and analyze computational models of slow oscillations and to study the response to electrical stimuli. In this paper we employ the conductance based model of Compte et al. (J Neurophysiol 89:2707–2725, 2003) to study the effect of electrical stimulation. The population response to electrical stimulation depends on the timing of the stimulus with respect to the state of the slow oscillation. First, we reproduce the experimental results of electrical stimulation in ferret brain slices by Shu et al. (Nature 423:288–293, 2003) from the conductance based model. We then numerically obtain the phase response curve for the conductance based network model to quantify the network’s response to weak stimuli. Our results agree with experiments in vivo and in vitro that show that sensitivity to stimulation is weaker in the up than in the down state. However, we also find that within the up state stimulation leads to a shortening of the up state, or phase advance, whereas during the up–down transition a prolongation of up states is possible, resulting in a phase delay. Finally, we compute the phase response curve for the simple mean-field model by Ngo et al. (EPL Europhys Lett 89:68002, 2010) and find that the qualitative shape of the PRC is preserved, despite its different mechanism for the generation of slow oscillations.
机译:皮质的缓慢振荡在深度睡眠期间发生在哺乳动物的大脑中,并且已经显示出有助于记忆巩固,这种效应可以通过电刺激来增强。由于尚不知道精确的基本工作机制,因此需要开发和分析慢速振荡的计算模型并研究对电刺激的响应。在本文中,我们采用了Compte等人的基于电导的模型。 (J Neurophysiol 89:2707–2725,2003)研究电刺激的效果。种群对电刺激的反应取决于相对于慢速振荡状态的刺激时机。首先,我们再现了Shu等人在雪貂脑片中电刺激的实验结果。 (Nature 423:288–293,2003)来自基于电导的模型。然后,我们以数字方式获得基于电导的网络模型的相位响应曲线,以量化网络对弱刺激的响应。我们的结果与体内和体外实验相吻合,这些实验表明,在刺激状态下,对刺激的敏感性要弱于在刺激状态下。但是,我们还发现,在向上状态下的刺激会导致向上状态的缩短或相位超前,而在向上-向下过渡期间,向上状态的延长是可能的,从而导致相位延迟。最后,我们计算了Ngo等人的简单均值场模型的相位响应曲线。 (EPL Europhys Lett 89:68002,2010),发现PRC的定性形状得以保留,尽管其产生缓慢振荡的机制不同。

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