Koch C, Ullman S
Hum Neurobiol. 1985;4(4):219-27.
Psychophysical and physiological evidence indicates that the visual system of primates and humans has evolved a specialized processing focus moving across the visual scene. This study addresses the question of how simple networks of neuron-like elements can account for a variety of phenomena associated with this shift of selective visual attention. Specifically, we propose the following: (1) A number of elementary features, such as color, orientation, direction of movement, disparity etc. are represented in parallel in different topographical maps, called the early representation. (2) There exists a selective mapping from the early topographic representation into a more central non-topographic representation, such that at any instant the central representation contains the properties of only a single location in the visual scene, the selected location. We suggest that this mapping is the principal expression of early selective visual attention. One function of selective attention is to fuse information from different maps into one coherent whole. (3) Certain selection rules determine which locations will be mapped into the central representation. The major rule, using the conspicuity of locations in the early representation, is implemented using a so-called Winner-Take-All network. Inhibiting the selected location in this network causes an automatic shift towards the next most conspicious location. Additional rules are proximity and similarity preferences. We discuss how these rules can be implemented in neuron-like networks and suggest a possible role for the extensive back-projection from the visual cortex to the LGN.
心理物理学和生理学证据表明,灵长类动物和人类的视觉系统已经进化出一种专门的处理焦点,可在视觉场景中移动。本研究探讨了类似神经元的简单元素网络如何解释与选择性视觉注意力转移相关的各种现象这一问题。具体而言,我们提出以下观点:(1)一些基本特征,如颜色、方向、运动方向、视差等,在不同的地形图中并行表示,称为早期表征。(2)存在从早期地形表征到更中央的非地形表征的选择性映射,使得在任何时刻,中央表征仅包含视觉场景中单个位置(所选位置)的属性。我们认为这种映射是早期选择性视觉注意力的主要表现形式。选择性注意力的一个功能是将来自不同地图的信息融合成一个连贯的整体。(3)某些选择规则决定哪些位置将被映射到中央表征中。主要规则是利用早期表征中位置的显著性,通过所谓的胜者全得网络来实现。抑制该网络中的所选位置会导致自动转移到下一个最显著的位置。其他规则是邻近性和相似性偏好。我们讨论了这些规则如何在类似神经元的网络中实现,并提出了从视觉皮层到外侧膝状体的广泛反向投射可能发挥的作用。