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Rhythm-induced spike-timing patterns characterized by ID firing maps

机译:以ID触发图为特征的节奏诱发的尖峰定时模式

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We explore patterns in the spike timing of neurons receiving periodic inputs, with an emphasis on stable characteristics which are realized in both models and in-vitro whole-cell recordings. We report on whole-cell recordings of pyramidal CA1 cells from rat hippocampus and entorhinal cortex and compare this data to model simulations. Cells were injected with a constant current to induce a steady firing rate and then a modest rhythm was added which altered the spike times and their corresponding phases relative to the rhythm. For both experiment and theory the relationship between consecutive spike phases is characterized by a probability distribution with peaks concentrated near a one-dimensional firing map. As is well-known, stable fixed points of this map correspond to the neuron phase-locking to the rhythm. We show that the interaction between noise and sufficiently steep maps can also cause a new kind of spike-time organization, in which consecutive spike time pairs organize into discrete clusters, with transitions between these clusters proceeding in a fixed sequence. This structure is not just a vestige of the noise-free dynamics. This slow dynamics and temporal organization in the relationship between consecutive spike phases is not evident in either the neuron's voltage traces or single phase or interspike interval histograms. Furthermore, the consecutive spike relationship is also evident in consecutive ISIs, and hence this ordering can be observed without detailed knowledge of the rhythm (e.g. without concurrent LFP recordings).
机译:我们探索接收周期性输入的神经元的尖峰时序模式,重点是在模型和体外全细胞记录中都实现的稳定特性。我们报告了大鼠海马和内嗅皮层锥体CA1细胞的全细胞记录,并将此数据与模型仿真进行了比较。向细胞注入恒定电流以诱导稳定的发射速率,然后添加适度的节奏,从而改变了尖峰时间及其相对于节奏的相应相位。对于实验和理论而言,连续尖峰相位之间的关系都以概率分布为特征,其中峰值集中在一维点火图附近。众所周知,该图的稳定的固定点对应于神经元与节奏的相位锁定。我们表明,噪声和足够陡峭的图之间的交互作用还可以导致一种新型的尖峰时间组织,其中连续的尖峰时间对组织为离散的群集,这些群集之间的过渡以固定的顺序进行。这种结构不仅是无噪声动力学的痕迹。在连续的尖峰相位之间的关系中,这种缓慢的动力学和时间组织在神经元的电压迹线,单相或尖峰间隔间隔直方图中均不明显。此外,在连续的ISI中,连续的尖峰关系也很明显,因此可以在不详细了解节奏的情况下(例如,没有同时的LFP记录)观察到这种顺序。

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