靠近边缘的大脑

D. Chialvo
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引用次数: 31

摘要

当从某种粗细的角度来看,大脑似乎是一个相对较小的动力系统,由几十个相互作用的区域组成,执行一些刻板的行为。众所周知,即使是相对较小的动力系统,如果它们位于二阶相变附近,也可以可靠地产生鲁棒和灵活的行为,因为在临界点处有丰富的亚稳态。这里所追求的方法是假设大脑功能的一些最基本的特性是可能的,因为它自发地位于这种不稳定的边界。在这篇笔记中,我们回顾了动机、争论和最近的结果,以及这一观点对大脑功能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The brain near the edge
When viewed at a certain coarse grain, the brain seems a relatively small dynamical system composed by a few dozen interacting areas, performing a number of stereotypical behaviors. It is known that, even relatively small dynamical systems can reliably generate robust and flexible behavior if they are located near a second order phase transition, because of the abundance of metastable states at the critical point. The approach pursued here assumes that some of the most fundamental properties of the functioning brain are possible because it is spontaneously located at the border of such instability. In this notes we review the motivation, the arguments and recent results as well as the implications of this view of the functioning brain.
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