Trial-by-trial variability in cortical responses exhibits scaling of spatial correlations predicted from critical dynamics

Tiago L. Ribeiro, Peter Jendrichovsky, Shan Yu,Daniel A. Martin,Patrick O. Kanold, Dante R. Chialvo,Dietmar Plenz

CELL REPORTS(2024)

引用 0|浏览0
暂无评分
摘要
In the mammalian cortex, even simple sensory inputs or movements activate many neurons, with each neuron responding variably to repeated stimuli-a phenomenon known as trial -by -trial variability. Understanding the spatial patterns and dynamics of this variability is challenging. Using cellular 2 -photon imaging, we study visual and auditory responses in the primary cortices of awake mice. We focus on how individual neurons' responses differed from the overall population. We find consistent spatial correlations in these differences that are unique to each trial and linearly scale with the cortical area observed, a characteristic of critical dynamics as confirmed in our neuronal simulations. Using chronic multi -electrode recordings, we observe similar scaling in the prefrontal and premotor cortex of non -human primates during self -initiated and visually cued motor tasks. These results suggest that trial -by -trial variability, rather than being random noise, reflects a critical, fluctuation -dominated state in the cortex, supporting the brain's efficiency in processing information.
更多
查看译文
关键词
mouse,primary sensory cortex,2-photon imaging,non-human primate,prefrontal cortex,premotor cortex,high-density microelectrode array,neuronal avalanches,spatial correlation,criticality
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要