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Coding Properties of Mouse Retinal Ganglion Cells with Dual-Peak Patterns with Respect to Stimulus Intervals

机译:关于刺激间隔的双峰模式的小鼠视网膜神经节细胞的编码特性。

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摘要

How visual information is encoded in spikes of retinal ganglion cells (RGCs) is essential in visual neuroscience. In the present study, we investigated the coding properties of mouse RGCs with dual-peak patterns with respect to visual stimulus intervals. We first analyzed the response properties, and observed that the latencies and spike counts of the two response peaks in the dual-peak pattern exhibited systematic changes with the preceding light-OFF interval. We then applied linear discriminant analysis (LDA) to assess the relative contributions of response characteristics of both peaks in information coding regarding the preceding stimulus interval. It was found that for each peak, the discrimination results were far better than chance level based on either latency or spike count, and were further improved by using the combination of the two parameters. Furthermore, the best discrimination results were obtained when latencies and spike counts of both peaks were considered in combination. In addition, the correct rate for stimulation discrimination was higher when RGC population activity was considered as compare to single neuron's activity, and the correct rate was increased with the group size. These results suggest that rate coding, temporal coding, and population coding are all involved in encoding the different stimulus-interval patterns, and the two response peaks in the dual-peak pattern carry complementary information about stimulus interval.
机译:在视觉神经科学中,如何在视网膜神经节细胞(RGC)的尖峰中编码视觉信息是必不可少的。在本研究中,我们调查了视觉刺激间隔方面具有双峰模式的鼠标RGC的编码特性。我们首先分析了响应特性,并观察到双峰模式中两个响应峰的等待时间和峰值计数随先前的熄灯间隔显示出系统的变化。然后,我们应用线性判别分析(LDA)来评估有关先前刺激间隔的信息编码中两个峰的响应特征的相对贡献。发现对于每个峰,基于潜伏期或尖峰计数的鉴别结果远胜于机会水平,并且通过结合使用这两个参数进一步提高了鉴别结果。此外,将两个峰的潜伏期和峰值计数结合使用时,可获得最佳的判别结果。此外,当将RGC群体活动视为与单个神经元活动相比时,刺激辨别的正确率更高,并且正确率随组的大小而增加。这些结果表明速率编码,时间编码和人口编码都参与编码不同的刺激间隔模式,并且双峰模式中的两个响应峰值携带有关刺激间隔的补充信息。

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