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用于多阶段运动计算的稀疏空间采样。

Sparse spatial sampling for the computation of motion in multiple stages.

作者信息

Mahani Alireza S, Khanbabaie Reza, Luksch Harald, Wessel Ralf

机构信息

Department of Physics, Washington University, St. Louis, MO 63130, USA.

出版信息

Biol Cybern. 2006 Apr;94(4):276-87. doi: 10.1007/s00422-005-0046-4. Epub 2006 Jan 10.

Abstract

The avian retino-tecto-rotundal pathway plays a central role in motion analysis and features complex connectivity. Yet, the relation between the pathway's structural arrangement and motion computation has remained elusive. For an important type of tectal wide-field neuron, the stratum griseum centrale type I (SGC-I) neuron, we quantified its structure and found a spatially sparse but extensive sampling of the retinal projection. A computational investigation revealed that these structural properties enhance the neuron's sensitivity to change, a behaviorally important stimulus attribute, while preserving information about the stimulus location in the SGC-I population activity. Furthermore, the SGC-I neurons project with an interdigitating topography to the nucleus rotundus, where the direction of motion is computed. We showed that, for accurate direction-of-motion estimation, the interdigitating projection of tectal wide-field neurons requires a two-stage rotundal algorithm, where the second rotundal stage estimates the direction of motion from the change in the relative stimulus position represented in the first stage.

摘要

鸟类视网膜-视顶盖-圆核通路在运动分析中起核心作用,且具有复杂的连接性。然而,该通路的结构排列与运动计算之间的关系仍不明确。对于一种重要的视顶盖广域神经元,即中央灰质I型(SGC-I)神经元,我们对其结构进行了量化,发现其对视网膜投射进行空间上稀疏但广泛的采样。一项计算研究表明,这些结构特性增强了神经元对变化的敏感性,变化是一种行为上重要的刺激属性,同时在SGC-I群体活动中保留了有关刺激位置的信息。此外,SGC-I神经元以相互交错的拓扑结构投射到圆核,在那里计算运动方向。我们表明,为了准确估计运动方向,视顶盖广域神经元的相互交错投射需要一种两阶段的圆核算法,其中第二阶段的圆核从第一阶段所代表的相对刺激位置的变化中估计运动方向。

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