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Interspike interval based filtering of directional selective retinal ganglion cells spike trains

机译:基于穗间间隔的定向选择性视网膜神经节细胞突波序列过滤

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The information regarding visual stimulus is encoded in spike trains at the output of retina by retinal ganglion cells (RGCs). Among these, the directional selective cells (DSRGC) are signaling the direction of stimulus motion. DSRGCs' spike trains show accentuated periods of short interspike intervals (ISIs) framed by periods of isolated spikes. Here we use two types of visual stimulus, white noise and drifting bars, and show that short ISI spikes of DSRGCs spike trains are more often correlated to their preferred stimulus feature (that is, the direction of stimulus motion) and carry more information than longer ISI spikes. Firstly, our results show that correlation between stimulus and recorded neuronal response is best at short ISI spiking activity and decrease as ISI becomes larger. We then used grating bars stimulus and found that as ISI becomes shorter the directional selectivity is better and information rates are higher. Interestingly, for the less encountered type of DSRGC, known as ON-DSRGC, short ISI distribution and information rates revealed consistent differences when compared with the other directional selective cell type, the ON-OFF DSRGC. However, these findings suggest that ISI-based temporal filtering integrates a mechanism for visual information processing at the output of retina toward higher stages within early visual system.
机译:有关视觉刺激的信息由视网膜神经节细胞(RGC)编码在视网膜输出的尖峰序列中。其中,定向选择性细胞(DSRGC)发出信号刺激运动的方向。 DSRGC的尖峰序列显示短尖峰间隔(ISI)的加重周期,这些周期由孤立的尖峰周期构成。在这里,我们使用两种视觉刺激类型,即白噪声和漂移条,并表明DSRGC尖峰序列的短ISI尖峰更多地与它们的首选刺激特征(即,刺激运动的方向)相关,并且携带的信息多于更长的时间ISI峰值。首先,我们的结果表明,刺激与记录的神经元反应之间的相关性在短ISI尖峰活动时最佳,而随着ISI变大而降低。然后,我们使用了光栅条刺激,发现随着ISI越短,方向选择性越好,信息速率也越高。有趣的是,对于较少遇到的DSRGC类型(称为ON-DSRGC),与其他定向选择单元类型ON-OFF DSRGC相比,短的ISI分布和信息速率显示出一致的差异。但是,这些发现表明,基于ISI的时间过滤集成了一种机制,用于在视网膜输出端朝早期视觉系统内的更高阶段进行视觉信息处理。

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