Center for Neural Science, New York University, New York, New York 10003
Center for Neural Science, New York University, New York, New York 10003.
J Neurosci. 2020 Mar 18;40(12):2445-2457. doi: 10.1523/JNEUROSCI.1394-19.2020. Epub 2020 Feb 10.
Layer 6 appears to perform a very important role in the function of macaque primary visual cortex, V1, but not enough is understood about the functional characteristics of neurons in the layer 6 population. It is unclear to what extent the population is homogeneous with respect to their visual properties or if one can identify distinct subpopulations. Here we performed a cluster analysis based on measurements of the responses of single neurons in layer 6 of primary visual cortex in male macaque monkeys () to achromatic grating stimuli that varied in orientation, direction of motion, spatial and temporal frequency, and contrast. The visual stimuli were presented in a stimulus window that was also varied in size. Using the responses to parametric variation in these stimulus variables, we extracted a number of tuning response measures and used them in the cluster analysis. Six main clusters emerged along with some smaller clusters. Additionally, we asked whether parameter distributions from each of the clusters were statistically different. There were clear separations of parameters between some of the clusters, particularly for f1/f0 ratio, direction selectivity, and temporal frequency bandwidth, but other dimensions also showed differences between clusters. Our data suggest that in layer 6 there are multiple parallel circuits that provide information about different aspects of the visual stimulus. The cortex is multilayered and is involved in many high-level computations. In the current study, we have asked whether there are subpopulations of neurons, clusters, in layer 6 of cortex with different functional tuning properties that provide information about different aspects of the visual image. We identified six major functional clusters within layer 6. These findings show that there is much more complexity to the circuits in cortex than previously demonstrated and open up a new avenue for experimental investigation within layers of other cortical areas and for the elaboration of models of circuit function that incorporate many parallel pathways with different functional roles.
第六层似乎在猕猴初级视觉皮层 V1 的功能中起着非常重要的作用,但对于该层神经元的功能特征还了解不足。目前尚不清楚该层的神经元在视觉特性方面的均匀程度,或者是否可以识别出不同的亚群。在这里,我们对雄性猕猴初级视觉皮层第六层的单个神经元的反应进行了聚类分析,这些神经元对不同方向、运动方向、空间和时间频率以及对比度的无彩色光栅刺激有反应。刺激窗口的大小也会变化。我们使用这些刺激变量的参数变化来测量响应,从中提取了一些调谐响应测量值,并将其用于聚类分析。除了一些较小的聚类之外,还出现了六个主要聚类。此外,我们还询问了每个聚类的参数分布是否在统计学上存在差异。在一些聚类之间,参数分布存在明显差异,特别是在 f1/f0 比、方向选择性和时间频率带宽方面,但其他维度之间也存在差异。我们的数据表明,在第六层有多个平行的电路,它们提供了关于视觉刺激不同方面的信息。大脑皮层是多层的,参与了许多高级计算。在目前的研究中,我们询问了在皮层第六层是否存在具有不同功能调谐特性的神经元亚群,即聚类,这些聚类提供了关于视觉图像不同方面的信息。我们在第六层中确定了六个主要的功能聚类。这些发现表明,皮层中的电路比以前显示的更为复杂,为在其他皮层区域的层内进行实验研究以及为包含许多具有不同功能作用的平行途径的电路功能模型的阐述开辟了新的途径。