Dadarlat Maria C, Stryker Michael P
Department of Physiology, University of California-San Francisco, San Francisco, California 94143-0444, and.
Center for Integrative Neuroscience, University of California-San Francisco, San Francisco, California 94158.
J Neurosci. 2017 Apr 5;37(14):3764-3775. doi: 10.1523/JNEUROSCI.2728-16.2017. Epub 2017 Mar 6.
Neurons in mouse primary visual cortex (V1) are selective for particular properties of visual stimuli. Locomotion causes a change in cortical state that leaves their selectivity unchanged but strengthens their responses. Both locomotion and the change in cortical state are thought to be initiated by projections from the mesencephalic locomotor region, the latter through a disinhibitory circuit in V1. By recording simultaneously from a large number of single neurons in alert mice viewing moving gratings, we investigated the relationship between locomotion and the information contained within the neural population. We found that locomotion improved encoding of visual stimuli in V1 by two mechanisms. First, locomotion-induced increases in firing rates enhanced the mutual information between visual stimuli and single neuron responses over a fixed window of time. Second, stimulus discriminability was improved, even for fixed population firing rates, because of a decrease in noise correlations across the population. These two mechanisms contributed differently to improvements in discriminability across cortical layers, with changes in firing rates most important in the upper layers and changes in noise correlations most important in layer V. Together, these changes resulted in a threefold to fivefold reduction in the time needed to precisely encode grating direction and orientation. These results support the hypothesis that cortical state shifts during locomotion to accommodate an increased load on the visual system when mice are moving. This paper contains three novel findings about the representation of information in neurons within the primary visual cortex of the mouse. First, we show that locomotion reduces by at least a factor of 3 the time needed for information to accumulate in the visual cortex that allows the distinction of different visual stimuli. Second, we show that the effect of locomotion is to increase information in cells of all layers of the visual cortex. Third, we show that the means by which information is enhanced by locomotion differs between the upper layers, where the major effect is the increasing of firing rates, and in layer V, where the major effect is the reduction in noise correlations.
小鼠初级视觉皮层(V1)中的神经元对视觉刺激的特定属性具有选择性。运动引起皮层状态的变化,这种变化虽不改变神经元的选择性,但会增强其反应。运动和皮层状态的变化都被认为是由中脑运动区的投射引发的,后者通过V1中的去抑制回路起作用。通过在警觉小鼠观看移动光栅时同时记录大量单个神经元的活动,我们研究了运动与神经群体中所包含信息之间的关系。我们发现运动通过两种机制改善了V1中视觉刺激的编码。首先,运动诱导的放电率增加增强了在固定时间窗口内视觉刺激与单个神经元反应之间的互信息。其次,即使群体放电率固定,刺激辨别能力也得到了改善,这是因为群体噪声相关性降低。这两种机制对不同皮层层辨别能力改善的贡献不同,放电率的变化在较上层最为重要,而噪声相关性的变化在V层最为重要。这些变化共同导致精确编码光栅方向和取向所需时间减少了三到五倍。这些结果支持这样的假设,即小鼠运动时皮层状态会发生转变,以适应视觉系统增加的负荷。本文包含了关于小鼠初级视觉皮层内神经元信息表征的三个新发现。第一,我们表明运动将视觉皮层中积累区分不同视觉刺激所需信息的时间至少缩短了三分之一。第二,我们表明运动的作用是增加视觉皮层所有层细胞中的信息。第三,我们表明运动增强信息的方式在较上层(主要作用是增加放电率)和V层(主要作用是降低噪声相关性)有所不同。