NYU Neuroscience Institute, Langone Medical Center, New York University, New York, NY 10016, USA; Allen Institute for Brain Science, Seattle, WA 98103, USA.
Cell Rep. 2013 Sep 12;4(5):1010-21. doi: 10.1016/j.celrep.2013.07.039. Epub 2013 Aug 29.
Despite the importance of the discharge frequency in neuronal communication, little is known about the firing-rate patterns of cortical populations. Using large-scale recordings from multiple layers of the entorhinal-hippocampal loop, we found that the firing rates of principal neurons showed a lognormal-like distribution in all brain states. Mean and peak rates within place fields of hippocampal neurons were also strongly skewed. Importantly, firing rates of the same neurons showed reliable correlations in different brain states and testing situations, as well as across familiar and novel environments. The fraction of neurons that participated in population oscillations displayed a lognormal pattern. Such skewed firing rates of individual neurons may be due to a skewed distribution of synaptic weights, which is supported by our observation of a lognormal distribution of the efficacy of spike transfer from principal neurons to interneurons. The persistent skewed distribution of firing rates implies that a preconfigured, highly active minority dominates information transmission in cortical networks.
尽管放电频率在神经元通讯中很重要,但人们对皮质群体的发放率模式知之甚少。使用来自内侧隔核-海马环路的多个层的大规模记录,我们发现,在所有脑状态下,主神经元的发放率呈现出类对数正态分布。海马神经元在位置场中的平均和峰值率也严重偏斜。重要的是,相同神经元在不同脑状态和测试情况下,以及在熟悉和新颖环境中,其发放率具有可靠的相关性。参与群体振荡的神经元比例呈对数正态分布。这种个体神经元的偏态发放率可能是由于突触权重的偏态分布所致,这得到了我们观察到的主神经元到中间神经元的尖峰传递效率呈对数正态分布的支持。发放率的持续偏态分布意味着预先配置的、高度活跃的少数神经元主导着皮质网络中的信息传递。