Section on Critical Brain Dynamics, National Institute of Mental Health, Bethesda, MD, USA.
Department of Physics, University of Maryland, College Park, MD, USA.
Nat Commun. 2023 May 3;14(1):2555. doi: 10.1038/s41467-023-37976-x.
Neurons in the cerebral cortex fire coincident action potentials during ongoing activity and in response to sensory inputs. These synchronized cell assemblies are fundamental to cortex function, yet basic dynamical aspects of their size and duration are largely unknown. Using 2-photon imaging of neurons in the superficial cortex of awake mice, we show that synchronized cell assemblies organize as scale-invariant avalanches that quadratically grow with duration. The quadratic avalanche scaling was only found for correlated neurons, required temporal coarse-graining to compensate for spatial subsampling of the imaged cortex, and suggested cortical dynamics to be critical as demonstrated in simulations of balanced E/I-networks. The corresponding time course of an inverted parabola with exponent of χ = 2 described cortical avalanches of coincident firing for up to 5 s duration over an area of 1 mm. These parabolic avalanches maximized temporal complexity in the ongoing activity of prefrontal and somatosensory cortex and in visual responses of primary visual cortex. Our results identify a scale-invariant temporal order in the synchronization of highly diverse cortical cell assemblies in the form of parabolic avalanches.
大脑皮层中的神经元在持续活动和响应感觉输入时会同时引发动作电位。这些同步的细胞集合是皮层功能的基础,但它们的大小和持续时间的基本动态方面在很大程度上是未知的。使用在清醒小鼠大脑皮层浅层的神经元的双光子成像,我们发现同步细胞集合组织成具有二次增长的标度不变的雪崩。二次雪崩标度仅在相关神经元中发现,需要时间粗粒化来补偿成像皮层的空间欠采样,并在平衡 E/I 网络的模拟中表明皮层动力学是至关重要的。倒抛物线的相应时间过程,指数 χ = 2,描述了长达 5 秒的持续时间内,面积为 1 毫米的共发射神经元的皮质雪崩。这些抛物线雪崩在额前叶和体感皮层的持续活动中和在初级视觉皮层的视觉反应中最大化了时间复杂性。我们的结果以抛物线雪崩的形式确定了高度多样化的皮质细胞集合在同步中的标度不变的时间顺序。