School of Computer Science, Institute for Research in Fundamental Sciences (IPM), 70 Lavasani Avenue, Tehran, 19395, Iran.
Department of Physiology of Cognitive Processes, Max-Planck-Institute for Biological Cybernetics, 72076, Tübingen, Germany.
Brain Struct Funct. 2020 Apr;225(3):1169-1183. doi: 10.1007/s00429-019-02014-4. Epub 2020 Feb 24.
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 odd-ball 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.
在婴儿期,随着神经网络的成熟和新信息以更快的速度被吸收,人类大脑的大小和复杂性迅速扩大。最近,研究表明,出生时早产儿的单电极 EEG 表现出具有标度不变性的间歇性爆发。然而,目前尚不清楚正常婴儿的大脑,特别是皮质,在发育过程中是否保持着一种独特的动力状态,其特点是具有标度不变的空间和时间方面。在这里,我们使用从同一婴儿在 6 个月和 12 个月时获得的密集 EEG 记录来描述听觉Odd-ball 任务期间的大脑活动。我们表明,超阈值事件组织成时空簇,其大小和持续时间呈幂律分布,这是神经元雪崩的标志。局部超阈值 EEG 事件的时间序列显示出显著的长程时间相关性(LRTCs)。在 6 个月和 12 个月之间没有发现差异,这表明雪崩动力学和 LRTCs 在出生后的第一年是稳定的。这些发现表明,婴儿的大脑具有独特的时空动态特征,这与皮质关键状态的预期一致。我们认为,临界状态动力学,理论和实验表明,这对信息处理的许多方面都有益,由婴儿大脑在发育过程中处理日益复杂的环境来维持。