Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 6500HB, Nijmegen, The Netherlands.
Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), University of Oxford, Oxford, OX3 9DU, UK.
Nat Commun. 2019 Jul 18;10(1):3174. doi: 10.1038/s41467-019-11113-z.
Whether and how the balance between plasticity and stability varies across the brain is an important open question. Within a processing hierarchy, it is thought that plasticity is increased at higher levels of cortical processing, but direct quantitative comparisons between low- and high-level plasticity have not been made so far. Here, we address this issue for the human cortical visual system. We quantify plasticity as the complement of the heritability of resting-state functional connectivity and thereby demonstrate a non-monotonic relationship between plasticity and hierarchical level, such that plasticity decreases from early to mid-level cortex, and then increases further of the visual hierarchy. This non-monotonic relationship argues against recent theory that the balance between plasticity and stability is governed by the costs of the "coding-catastrophe", and can be explained by a concurrent decline of short-term adaptation and rise of long-term plasticity up the visual processing hierarchy.
大脑中可塑性和稳定性之间的平衡是否以及如何变化是一个重要的开放性问题。在处理层次结构中,人们认为在皮质处理的较高水平上增加了可塑性,但迄今为止尚未对低水平和高水平之间的直接定量比较进行。在这里,我们针对人类皮质视觉系统解决了这个问题。我们将可塑性量化为静息状态功能连接遗传性的补数,从而证明了可塑性和层次结构之间的非单调关系,即可塑性从早期到中期皮质降低,然后在视觉层次结构中进一步增加。这种非单调关系反对了最近的理论,即可塑性和稳定性之间的平衡受“编码灾难”成本的控制,并且可以通过短期适应的同时下降和长期可塑性的上升来解释视觉处理层次结构。