Hahn Gerald, Ponce-Alvarez Adrian, Monier Cyril, Benvenuti Giacomo, Kumar Arvind, Chavane Frédéric, Deco Gustavo, Frégnac Yves
Unité de Neuroscience, Information et Complexité (UNIC), CNRS, Gif-sur-Yvette, France.
Center for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Spain.
PLoS Comput Biol. 2017 May 24;13(5):e1005543. doi: 10.1371/journal.pcbi.1005543. eCollection 2017 May.
Brain activity displays a large repertoire of dynamics across the sleep-wake cycle and even during anesthesia. It was suggested that criticality could serve as a unifying principle underlying the diversity of dynamics. This view has been supported by the observation of spontaneous bursts of cortical activity with scale-invariant sizes and durations, known as neuronal avalanches, in recordings of mesoscopic cortical signals. However, the existence of neuronal avalanches in spiking activity has been equivocal with studies reporting both its presence and absence. Here, we show that signs of criticality in spiking activity can change between synchronized and desynchronized cortical states. We analyzed the spontaneous activity in the primary visual cortex of the anesthetized cat and the awake monkey, and found that neuronal avalanches and thermodynamic indicators of criticality strongly depend on collective synchrony among neurons, LFP fluctuations, and behavioral state. We found that synchronized states are associated to criticality, large dynamical repertoire and prolonged epochs of eye closure, while desynchronized states are associated to sub-criticality, reduced dynamical repertoire, and eyes open conditions. Our results show that criticality in cortical dynamics is not stationary, but fluctuates during anesthesia and between different vigilance states.
大脑活动在睡眠-觉醒周期甚至麻醉期间都表现出大量的动态变化。有人提出,临界性可以作为动态多样性背后的统一原则。介观皮层信号记录中观察到具有尺度不变大小和持续时间的皮层活动自发爆发,即神经元雪崩,这一观点得到了支持。然而,尖峰活动中神经元雪崩的存在一直存在争议,研究报告了其存在和不存在的情况。在这里,我们表明,尖峰活动中的临界性迹象可以在同步和去同步皮层状态之间变化。我们分析了麻醉猫和清醒猴子初级视觉皮层的自发活动,发现神经元雪崩和临界性的热力学指标强烈依赖于神经元之间的集体同步、局部场电位波动和行为状态。我们发现,同步状态与临界性、大量动态变化以及长时间闭眼相关,而去同步状态与亚临界性、减少的动态变化以及睁眼条件相关。我们的结果表明,皮层动力学中的临界性不是固定不变的,而是在麻醉期间以及不同警觉状态之间波动。