首页> 外文会议>ICANN 2010;International conference on artificial neural networks >Action Potential Bursts Modulate the NMDA-R Mediated Spike Timing Dependent Plasticity in a Biophysical Model
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Action Potential Bursts Modulate the NMDA-R Mediated Spike Timing Dependent Plasticity in a Biophysical Model

机译:动作电位爆发在生物物理模型中调节NMDA-R介导的穗时间依赖性。

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Spike timing dependent plasticity (STDP) requires the temporal association of presynaptic and postsynaptic action potentials (APs). However, some synapses in the CA1 region of the hippocampus are suprisingle unreliable at signaling the arrival of single spikes to the postsynaptic neuron [4]. In such unreliable synapses pairing of excitatory postsynaptic potentials (EPSPs) and single APs at low frequencies is ineffective at generating plasticity [2], [3]. A recent computational study [7] has shown that the shape of the STDP curve strongly depends on the burst interspike interval in the presence/absence of inhibition when a presynaptic dendritic burst and a postsynaptic somatic spike were paired together. In this study, we investigate via computer simulations the conditions under which STDP is affected when now a high frequency somatic burst instead of a single spike is paired with another dendritic spike. We show that during such pairing conditions in the absence of inhibition a symmetric STDP profile with a distinct positive LTP region is evident at 10-30ms interstimulus interval and flat LTD tails at all other interstimu-lus intervals. The symmetry is preserved at all burst interspike intervals. When inhibition is present, the STDP profile shape into a Mexican hat shaped one or an inverted symmetrical one with flat LTP tails.
机译:穗时间依赖性可塑性(STDP)需要突触前和突触后动作电位(AP)的时间关联。然而,海马CA1区的一些突触在信号传递单个尖峰到达突触后神经元方面并不可靠[4]。在这种不可靠的突触中,低频下的兴奋性突触后电位(EPSPs)和单个AP配对对产生可塑性无效[2],[3]。最近的一项计算研究[7]表明,当突触前​​树突突与突触后体突结合在一起时,是否存在抑制作用,STDP曲线的形状很大程度上取决于突突间突间隔。在这项研究中,我们通过计算机模拟研究了当高频体细胞爆发而不是单个峰值与另一个树突峰值配对时,STDP受到影响的条件。我们表明,在这种配对条件下,在没有抑制作用的情况下,具有明显正LTP区域的对称STDP图谱在10-30ms刺激间隔和所有其他刺激间隔的平坦LTD尾巴上均很明显。在所有突发的尖峰间隔都保持对称性。当存在抑制作用时,STDP轮廓形状变成一个墨西哥帽形的人形或一个倒置对称的LTP尾巴。

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