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Stability of neuronal avalanches and long-range temporal correlations during the first year of life in human infant

机译:人类婴儿出生后第一年神经元雪崩的稳定性和长期时间相关性

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摘要

During infancy, the human brain rapidly expands in size and complexity as neural networks mature and new information is incorporated at an accelerating pace. Recently, it was shown that single electrode EEG in preterms at birth exhibits scale-invariant intermittent bursts. Yet, it is currently not known whether the normal infant brain, in particular, the cortex maintains a distinct dynamical state during development that is characterized by scale-invariant spatial as well as temporal aspects. Here we employ dense-array EEG recordings acquired from the same infants at 6 and 12 months of age to characterize brain activity during an auditory oddball task. We show that suprathreshold events organize as spatiotemporal clusters whose size and duration are power-law distributed, the hallmark of neuronal avalanches. Time series of local suprathreshold EEG events display significant long-range temporal correlations (LRTCs). No differences were found between 6 and 12 months, demonstrating stability of avalanche dynamics and LRTCs during the first year after birth. These findings demonstrate that the infant brain is characterized by distinct spatiotemporal dynamical aspects that are in line with expectations of a critical cortical state. We suggest that critical state dynamics, which theory and experiments have shown to be beneficial for numerous aspects of information processing, are maintained by the infant brain to process an increasingly complex environment during development.
机译:在婴儿期,随着神经网络的成熟和新信息的融合,人脑的大小和复杂性迅速扩大。最近,研究表明,早产儿的单电极脑电图表现出尺度不变的间歇性爆发。然而,目前尚不知道正常婴儿大脑,特别是皮质在发育过程中是否维持着以尺度不变的空间和时间方面为特征的独特的动态状态。在这里,我们采用从6个月和12个月大的同一婴儿身上获得的密集阵列脑电图记录来表征在听觉怪异任务中的大脑活动。我们表明,阈上事件组织为时空簇,其大小和持续时间是幂律分布的,是神经雪崩的标志。局部超阈脑电事件的时间序列显示出显着的长期时间相关性(LRTC)。在6到12个月之间未发现差异,这表明出生后第一年雪崩动力学和LRTC的稳定性。这些发现表明,婴儿大脑的特征是时空动力学方面与临界皮质状态的预期相符。我们建议,临界状态动力学(理论和实验已证明对信息处理的许多方面都是有益的)可以由婴儿大脑保持,以在开发过程中处理日益复杂的环境。

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