论文标题
准理性大脑动力学的证据
Evidence for quasicritical brain dynamics
论文作者
论文摘要
似乎有很多证据表明皮质在一个临界点附近运行,但是尚未找到一组定义其普遍性类别的指数。实际上,当从数据中估算临界指数时,它们在各种物种,同一物种的个体甚至随着时间的流逝或取决于刺激方面都有很大差异。有趣的是,这些指数仍然大致与动态缩放关系。在这里,我们表明,准临床性的理论是大脑动力学的组织原理,可以解释这种矛盾的情况。当外部刺激驱动皮质时,准临界性预测了沿着widom线的临界性,其指数降低了绝对值,同时仍将大约保持到动态缩放关系。我们使用仿真和实验数据来确认这些预测,并描述可以很快测试的新预测。
Much evidence seems to suggest cortex operates near a critical point, yet a single set of exponents defining its universality class has not been found. In fact, when critical exponents are estimated from data, they widely differ across species, individuals of the same species, and even over time, or depending on stimulus. Interestingly, these exponents still approximately hold to a dynamical scaling relation. Here we show that the theory of quasicriticality, an organizing principle for brain dynamics, can account for this paradoxical situation. As external stimuli drive the cortex, quasicriticality predicts a departure from criticality along a Widom line with exponents that decrease in absolute value, while still holding approximately to a dynamical scaling relation. We use simulations and experimental data to confirm these predictions and describe new ones that could be tested soon.