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The Orientation Selectivity of Spike-LFP Synchronization in Macaque V1 and V4

机译:猕猴V1和V4中Spike-LFP同步的方向选择性

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摘要

Orientation selectivity is a fundamental property of visual cortical neurons and plays a crucial role in pattern perception. Although many studies have dedicated to explain how the orientation selectivity emerged, the mechanism underlying orientation selectivity is still not clear. In this work, we investigated the synchronization between spikes and local field potentials (LFP) in gamma band, with the aim of providing a new avenue to analyze the orientation selectivity. The experimental data were recorded by utilizing two chronically implanted multi-electrode arrays, where each array consisted of 48 electrodes and was placed over V1 and V4, respectively, in two macaques performing a selective visual attention task. An unbiased and robust measure for quantifying the synchronization between spikes and LFP was employed in the analysis process, which is termed as spike-triggered correlation matrix synchronization (SCMS) and performs reliably for limited samples of data. We observed the spike-LFP synchronization in three cases, i.e., spikes and LFP in V1, spikes and LFP in V4, spikes in V4 and LFP in V1. From the orientation tuning curves based on the spike-LFP synchronization, it is found that there is a strong correlation between the synchronization and grating orientation. The neurons in both V1 and V4 exhibit orientation selectivity, but V1 is stronger. In addition, the spike-LFP synchronization strength between V1 and V4 also shows orientation selectivity to drifting gratings. It means that the synchronization not only reflects the basic features of visual stimulation, but also describes the orientation tuning characteristics of neurons in different regions. Our results suggest that the spike-LFP synchronization can be used as an alternative and effective method to study the mechanism for generating orientation selectivity of visual neurons.
机译:方向选择性是视觉皮层神经元的基本属性,在模式感知中起着至关重要的作用。尽管许多研究致力于解释方向选择性是如何出现的,但方向选择性的潜在机制仍不清楚。在这项工作中,我们研究了伽马波段的尖峰和局部场电势(LFP)之间的同步,目的是提供一个新的途径来分析方向选择性。通过利用两个长期植入的多电极阵列记录实验数据,其中每个阵列由48个电极组成,分别放置在执行选择性视觉注意任务的两个猕猴中的V1和V4上方。在分析过程中采用了一种用于量化尖峰和LFP之间的同步的无偏稳健措施,该措施被称为尖峰触发相关矩阵同步(SCMS),可对有限的数据样本可靠地执行。我们在三种情况下观察到峰值-LFP同步,即V1中的峰值和LFP,V4中的峰值和LFP,V4中的峰值和L1中的LFP。从基于尖峰-LFP同步的方向调谐曲线可以发现,同步与光栅方向之间存在很强的相关性。 V1和V4中的神经元均显示方向选择性,但V1较强。此外,V1和V4之间的尖峰LFP同步强度还显示了对漂移光栅的方向选择性。这意味着同步不仅反映了视觉刺激的基本特征,而且还描​​述了不同区域神经元的方向调整特性。我们的研究结果表明,尖峰-LFP同步可以用作研究视觉神经元定向选择性机制的一种替代有效方法。

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