Charting moment-to-moment brain signal variability from early to late childhood

被引:21
|
作者
Miskovic, Vladimir [1 ]
Owens, Max [1 ]
Kuntzelman, Karl [1 ]
Gibb, Brandon E. [1 ]
机构
[1] SUNY Binghamton, Ctr Affect Sci, Binghamton, NY 13902 USA
关键词
Neural complexity; Multiscale entropy; Electroencephalogram (EEG); Resting state; Development; FUNCTIONAL CONNECTIVITY DYNAMICS; AUTISM SPECTRUM DISORDER; RESTING-STATE; CORTICAL NETWORKS; NERVOUS-SYSTEM; WHITE-MATTER; LIFE-SPAN; INFORMATION; EEG; COMPLEXITY;
D O I
10.1016/j.cortex.2016.07.006
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Large-scale brain signals exhibit rich intermittent patterning, reflecting the fact that the cortex actively eschews fixed points in favor of itinerant wandering with frequent state transitions. Fluctuations in endogenous cortical activity occur at multiple time scales and index a dynamic repertoire of network states that are continuously explored, even in the absence of external sensory inputs. Here, we quantified such moment-to-moment brain signal variability at rest in a large, cross-sectional sample of children ranging in age from seven to eleven years. Our findings revealed a monotonic rise in the complexity of electroencephalogram (EEG) signals as measured by sample entropy, from the youngest to the oldest age cohort, across a range of time scales and spatial regions. From year to year, the greatest changes in intraindividual brain signal variability were recorded at electrodes covering the anterior cortical zones. These results provide converging evidence concerning the age-dependent expansion of functional cortical network states during a critical developmental period ranging from early to late childhood. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:51 / 61
页数:11
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