Levich Institute and Physics Department, City College of New York, New York, NY 10031, USA.
Levich Institute and Physics Department, City College of New York, New York, NY 10031, USA; Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
Neuroscience. 2019 Jul 15;411:280-290. doi: 10.1016/j.neuroscience.2019.03.047. Epub 2019 May 1.
We study the transition in the functional networks that characterize the human brains' conscious-state to an unconscious subliminal state of perception by using k-core percolation. We find that the most inner core (i.e., the most connected kernel) of the conscious-state functional network corresponds to areas which remain functionally active when the brain transitions from the conscious-state to the subliminal-state. That is, the inner core of the conscious network coincides with the subliminal-state. Mathematical modeling allows to interpret the conscious to subliminal transition as driven by k-core percolation, through which the conscious state is lost by the inactivation of the peripheral k-shells of the conscious functional network. Thus, the inner core and most robust component of the conscious brain corresponds to the unconscious subliminal state. This finding imposes constraints to theoretical models of consciousness, in that the location of the core of the functional brain network is in the unconscious part of the brain rather than in the conscious state as previously thought.
我们通过使用核心渗透(k-core percolation)来研究人类大脑从有意识状态向无意识潜意识感知状态转变过程中的功能网络转变。我们发现,有意识状态功能网络的最内层核心(即最连通的内核)对应于大脑从有意识状态向潜意识状态转变时仍然保持功能活跃的区域。也就是说,有意识网络的内层核心与潜意识状态重合。数学建模允许我们将有意识到潜意识的转变解释为核心渗透驱动的,通过这种渗透,有意识状态通过有意识功能网络的外围 k 壳的失活而丧失。因此,有意识大脑的内层核心和最稳健的组成部分对应于无意识的潜意识状态。这一发现对意识的理论模型提出了限制,即功能脑网络核心的位置位于大脑的无意识部分,而不是之前认为的有意识状态。