Centre for Neuroscience Studies, Queen's University, 18 Stuart St, Kingston, Ontario, Canada K7L3N6.
IBM Research, Almaden, 650 Harry Road, San Jose, California 95120, USA.
Nat Commun. 2017 Jan 24;8:14263. doi: 10.1038/ncomms14263.
Models of visual attention postulate the existence of a saliency map whose function is to guide attention and gaze to the most conspicuous regions in a visual scene. Although cortical representations of saliency have been reported, there is mounting evidence for a subcortical saliency mechanism, which pre-dates the evolution of neocortex. Here, we conduct a strong test of the saliency hypothesis by comparing the output of a well-established computational saliency model with the activation of neurons in the primate superior colliculus (SC), a midbrain structure associated with attention and gaze, while monkeys watched video of natural scenes. We find that the activity of SC superficial visual-layer neurons (SCs), specifically, is well-predicted by the model. This saliency representation is unlikely to be inherited from fronto-parietal cortices, which do not project to SCs, but may be computed in SCs and relayed to other areas via tectothalamic pathways.
视觉注意力模型假设存在一个显著图,其功能是将注意力和目光引导到视觉场景中最显著的区域。尽管已经报道了皮层对显著的表示,但越来越多的证据表明存在一种皮质下的显著机制,这种机制早于新皮层的进化。在这里,我们通过比较一个成熟的计算显著模型的输出与猴子观看自然场景视频时中脑注意力和目光相关结构上丘(superior colliculus, SC)中神经元的激活情况,对显著假说进行了强有力的检验。我们发现,SC 浅层视觉层神经元(sc neurons)的活动可以很好地被模型预测。这种显著表示不太可能是从前额顶叶皮层继承而来的,因为前额顶叶皮层并不投射到 SC 上,而是可能在 SC 中计算,并通过 tectothalamic 途径传递到其他区域。