Department of Neurobiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania 15261, USA.
J Neurosci. 2012 Jan 11;32(2):506-18. doi: 10.1523/JNEUROSCI.3474-11.2012.
Correlated variability of neural spiking activity has important consequences for signal processing. How incoming sensory signals shape correlations of population responses remains unclear. Cross-correlations between spiking of different neurons may be particularly consequential in sparsely firing neural populations such as those found in layer 2/3 of sensory cortex. In rat whisker barrel cortex, we found that pairs of excitatory layer 2/3 neurons exhibit similarly low levels of spike count correlation during both spontaneous and sensory-evoked states. The spontaneous activity of excitatory-inhibitory neuron pairs is positively correlated, while sensory stimuli actively decorrelate joint responses. Computational modeling shows how threshold nonlinearities and local inhibition form the basis of a general decorrelating mechanism. We show that inhibitory population activity maintains low correlations in excitatory populations, especially during periods of sensory-evoked coactivation. The role of feedforward inhibition has been previously described in the context of trial-averaged phenomena. Our findings reveal a novel role for inhibition to shape correlations of neural variability and thereby prevent excessive correlations in the face of feedforward sensory-evoked activation.
神经元放电活动的相关性变化对信号处理有重要影响。输入的感觉信号如何塑造群体反应的相关性尚不清楚。在稀疏放电的神经元群体中,如感觉皮层第 2/3 层中发现的神经元群体,不同神经元的尖峰放电之间的互相关可能特别重要。在大鼠胡须桶状皮层中,我们发现兴奋性第 2/3 层神经元对在自发和感觉诱发状态下的尖峰计数相关性具有相似的低水平。兴奋性-抑制性神经元对的自发活动呈正相关,而感觉刺激则主动去关联联合反应。计算模型表明,门限非线性和局部抑制如何构成一般去关联机制的基础。我们表明,抑制性群体活动在兴奋性群体中保持低相关性,特别是在感觉诱发的共同激活期间。前馈抑制的作用以前在试验平均现象的背景下得到了描述。我们的发现揭示了抑制在塑造神经元变异性相关性方面的新作用,从而防止了在面对前馈感觉诱发激活时相关性的过度增加。