论文标题
非平衡脑动力学作为意识的签名
Non-equilibrium brain dynamics as a signature of consciousness
论文作者
论文摘要
人和非人类灵长类动物的认知功能依赖于分布式神经组件的动态相互作用。因此,在热力学平衡的接近度上,宏观的大脑动力学似乎不太可能支持认知。我们通过研究来自非人类无意识状态的非人类灵长类动物(睡眠和丙泊酚,氯胺酮和氯胺酮加甲米代胺的麻醉状态)以及在深度睡眠和丙粉麻醉下,来自人类的函数磁共振成像数据的情况下的电视皮质学数据证实了这一假设。从系统的角度上讲,所有降低意识的状态都比有意识的清醒在更高的接近平衡动力学上展开,如熵产生和相位空间中概率通量的卷曲所证明。我们的结果将非平衡的宏观脑动力学建立为意识的强大标志,为使用统计力学工具的认知和意识开辟了道路。
The cognitive functions of human and non-human primates rely on the dynamic interplay of distributed neural assemblies. As such, it seems unlikely that cognition can be supported by macroscopic brain dynamics at the proximity of thermodynamic equilibrium. We confirmed this hypothesis by investigating electrocorticography data from non human primates undergoing different states of unconsciousness (sleep, and anesthesia with propofol, ketamine, and ketamine plus medetomidine), and funcional magnetic resonance imaging data from humans, both during deep sleep and under propofol anesthesia. Systematically, all states of reduced consciousness unfolded at higher proximity to equilibrium dynamics than conscious wakefulness, as demonstrated by entropy production and the curl of probability flux in phase space. Our results establish non-equilibrium macroscopic brain dynamics as a robust signature of consciousness, opening the way for the characterization of cognition and awareness using tools from statistical mechanics.