Center for Neural Science, New York University, New York, New York 10003.
J Neurosci. 2013 Sep 18;33(38):15075-85. doi: 10.1523/JNEUROSCI.0347-13.2013.
Correlations in the spiking activity of neurons have been found in many regions of the cortex under multiple experimental conditions and are postulated to have important consequences for neural population coding. While there is a large body of extracellular data reporting correlations of various strengths, the subthreshold events underlying the origin and magnitude of signal-independent correlations (called noise or spike count correlations) are unknown. Here we investigate, using intracellular recordings, how synaptic input correlations from shared presynaptic neurons translate into membrane potential and spike-output correlations. Using a pharmacologically activated thalamocortical slice preparation, we perform simultaneous recordings from pairs of layer IV neurons in the auditory cortex of mice and measure synaptic potentials/currents, membrane potentials, and spiking outputs. We calculate cross-correlations between excitatory and inhibitory inputs to investigate correlations emerging from the network. We furthermore evaluate membrane potential correlations near resting potential to study how excitation and inhibition combine and affect spike-output correlations. We demonstrate directly that excitation is correlated with inhibition thereby partially canceling each other and resulting in weak membrane potential and spiking correlations between neurons. Our data suggest that cortical networks are set up to partially cancel correlations emerging from the connections between neurons. This active decorrelation is achieved because excitation and inhibition closely track each other. Our results suggest that the numerous shared presynaptic inputs do not automatically lead to increased spiking correlations.
在多种实验条件下,已经在皮质的许多区域发现神经元的尖峰活动之间存在相关性,并推测其对神经群体编码具有重要意义。尽管有大量的细胞外数据报告了各种强度的相关性,但信号独立相关性(称为噪声或尖峰计数相关性)的起源和幅度的亚阈值事件尚不清楚。在这里,我们使用细胞内记录来研究来自共享突触前神经元的突触输入相关性如何转化为膜电位和尖峰输出相关性。我们使用药理学激活的丘脑皮质切片制备,对小鼠听觉皮层中的成对 IV 层神经元进行同时记录,并测量突触电位/电流、膜电位和尖峰输出。我们计算兴奋性和抑制性输入之间的互相关,以研究网络中出现的相关性。我们还评估了静息电位附近的膜电位相关性,以研究兴奋和抑制如何结合并影响尖峰输出相关性。我们直接证明兴奋与抑制相关,从而部分抵消彼此,导致神经元之间的膜电位和尖峰相关性较弱。我们的数据表明,皮质网络的设置是为了部分抵消神经元之间连接产生的相关性。这种主动去相关是因为兴奋和抑制密切跟踪彼此。我们的结果表明,大量的共享突触前输入并不一定会导致尖峰相关性增加。