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超越泊松分布:灵长类顶叶皮层神经元放电时间的规律性增强

Beyond Poisson: increased spike-time regularity across primate parietal cortex.

作者信息

Maimon Gaby, Assad John A

机构信息

Department of Bioengineering, California Institute of Technology, Pasadena, CA 91125, USA.

出版信息

Neuron. 2009 May 14;62(3):426-40. doi: 10.1016/j.neuron.2009.03.021.

Abstract

Cortical areas differ in their patterns of connectivity, cellular composition, and functional architecture. Spike trains, on the other hand, are commonly assumed to follow similarly irregular dynamics across neocortex. We examined spike-time statistics in four parietal areas using a method that accounts for nonstationarities in firing rate. We found that, whereas neurons in visual areas fire irregularly, many cells in association and motor-like parietal regions show increasingly regular spike trains by comparison. Regularity was evident both in the shape of interspike interval distributions and in spike-count variability across trials. Thus, Poisson-like randomness is not a universal feature of neocortex. Rather, many parietal cells have reduced trial-to-trial variability in spike counts that could provide for more reliable firing-rate signals. These results suggest that spiking dynamics may play different roles in different cortical areas and should not be assumed to arise from fundamentally irreducible noise sources.

摘要

皮质区域在其连接模式、细胞组成和功能结构方面存在差异。另一方面,人们通常认为峰电位序列在整个新皮层遵循类似的不规则动态。我们使用一种考虑了放电率非平稳性的方法,研究了四个顶叶区域的峰电位时间统计。我们发现,视觉区域的神经元不规则地放电,相比之下,联合和运动样顶叶区域的许多细胞表现出越来越规则的峰电位序列。规律性在峰电位间隔分布的形状以及不同试验中的峰电位计数变异性中都很明显。因此,泊松样随机性不是新皮层的普遍特征。相反,许多顶叶细胞在峰电位计数上的试验间变异性降低,这可能提供更可靠的放电率信号。这些结果表明,峰电位动态可能在不同的皮质区域发挥不同的作用,不应被假定为源于根本不可约的噪声源。

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