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视觉区 V2 中神经元的尖峰噪声和信息密度。

Spiking Noise and Information Density of Neurons in Visual Area V2 of Infant Monkeys.

机构信息

College of Optometry, University of Houston, Houston, Texas 77204.

College of Optometry, NOVA Southeastern University, Fort Lauderdale, Florida 33314, and.

出版信息

J Neurosci. 2019 Jul 17;39(29):5673-5684. doi: 10.1523/JNEUROSCI.2023-18.2019. Epub 2019 May 30.

Abstract

Encoding of visual information requires precisely timed spiking activity in the network of cortical neurons; irregular spiking can interfere with information processing especially for low-contrast images. The vision of newborn infants is impoverished. An infant's contrast sensitivity is low and the ability to discriminate complex stimuli is poor. The neural mechanisms that limit the visual capacities of infants are a matter of debate. Here we asked whether noisy spiking and/or crude information processing in visual cortex limit infant vision. Since neurons beyond the primary visual cortex (V1) have rarely been studied in neonates or infants, we focused on the firing pattern of neurons in visual area V2, the earliest extrastriate visual area of both male and female macaque monkeys (). For eight stimulus contrasts ranging from 0% to 80%, we analyzed spiking irregularity by calculating the square of the coefficient of variation (CV) in interspike intervals, the trial-to-trial fluctuation in spiking (Fano factor), and the amount of information on contrast conveyed by each spiking (information density). While the contrast sensitivity of infant neurons was reduced as expected, spiking noise, both the magnitude of spiking irregularity and the trial-to-trial fluctuations, was much lower in the spike trains of infant V2 neurons compared with those of adults. However, information density for V2 neurons was significantly lower in infants. Our results suggest that poor contrast sensitivity combined with lower information density of extrastriate neurons, despite their lower spiking noise, may limit behaviorally determined contrast sensitivity soon after birth. Despite >50 years of investigations on the postnatal development of the primary visual cortex (V1), cortical mechanisms that may limit infant vision are still unclear. We investigated the quality and strength of neuronal firing in primate visual area V2 by analyzing contrast sensitivity, spiking variability, and the amount of information on contrast conveyed by each action potential (information density). Here we demonstrate that the firing rate, contrast sensitivity, and dynamic range of V2 neurons were depressed in infants compared with adults. Although spiking noise was less, information density was lower in infant V2. Impoverished neuronal drive and lower information density in extrastriate visual areas, despite lower spiking noise, largely explain the impoverished visual sensitivity of primates near birth.

摘要

视觉信息的编码需要皮质神经元网络中精确计时的尖峰活动;不规则的尖峰活动会干扰信息处理,尤其是对于低对比度的图像。新生儿的视力较差。婴儿的对比敏感度较低,辨别复杂刺激的能力较差。限制婴儿视觉能力的神经机制仍存在争议。在这里,我们想知道视觉皮层中噪声尖峰和/或粗略的信息处理是否会限制婴儿的视力。由于 V1 以外的神经元在新生儿或婴儿中很少被研究,我们专注于雄性和雌性猕猴视皮层 V2 区神经元的放电模式()。对于从 0%到 80%的八个刺激对比度,我们通过计算尖峰间间隔的变异系数(CV)的平方、尖峰(Fano 因子)的试验间波动以及每个尖峰传达的对比度信息量来分析尖峰不规则性。虽然婴儿神经元的对比敏感度如预期的那样降低,但与成人相比,婴儿 V2 神经元的尖峰活动噪声(无论是尖峰不规则的幅度还是试验间波动)要低得多。然而,V2 神经元的信息量明显较低。我们的结果表明,尽管外侧纹状皮层神经元的尖峰噪声较低,但与较差的对比敏感度相结合,较低的外侧纹状皮层神经元的信息密度可能会限制出生后不久行为确定的对比敏感度。尽管对初级视皮层(V1)的出生后发育进行了 50 多年的研究,但可能限制婴儿视力的皮质机制仍不清楚。我们通过分析对比度敏感性、尖峰变异性和每个动作电位传达的对比度信息量(信息密度)来研究灵长类动物视觉区域 V2 的神经元放电质量和强度。在这里,我们证明与成人相比,V2 神经元的放电率、对比敏感度和动态范围在婴儿中受到抑制。尽管尖峰噪声较小,但婴儿 V2 的信息密度较低。尽管外侧纹状皮层区域的神经元驱动不足和信息密度较低,但与较低的尖峰噪声相比,这在很大程度上解释了灵长类动物在出生时视力较差的原因。

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本文引用的文献

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Noisy Spiking in Visual Area V2 of Amblyopic Monkeys.
J Neurosci. 2017 Jan 25;37(4):922-935. doi: 10.1523/JNEUROSCI.3178-16.2016.
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J Neurosci. 2013 Feb 6;33(6):2639-49. doi: 10.1523/JNEUROSCI.4377-12.2013.
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J Comp Neurol. 2012 Feb 15;520(3):544-69. doi: 10.1002/cne.22732.

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