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The Analysis of Complex Motion Patterns by Form/Cue Invariant MSTd Neurons

机译:MSTd形式/提示不变神经元对复杂运动模式的分析

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摘要

Several groups have proposed that area MSTd of the macaque monkey has a role in processing optical flow information used in the analysis of self motion, based on its neurons’ selectivity for large-field motion patterns such as expansion, contraction, and rotation. It has also been suggested that this cortical region may be important in analyzing the complex motions of objects. More generally, MSTd could be involved in the generic function of complex motion pattern representation, with its cells responsible for integrating local motion signals sent forward from area MT into a more unified representation. If MSTd is extracting generic motion pattern signals, it would be important that the preferred tuning of MSTd neurons not depend on the particular features and cues that allow these motions to be represented. To test this idea, we examined the diversity of stimulus features and cues over which MSTd cells can extract information about motion patterns such as expansion, contraction, rotation, and spirals. The different classes of stimuli included: coherently moving random dot patterns, solid squares, outlines of squares, a square aperture moving in front of an underlying stationary pattern of random dots, a square composed entirely of flicker, and a square of nonFourier motion. When a unit was tuned with respect to motion patterns across these stimulus classes, the motion pattern producing the most vigorous response in a neuron was nearly the same for each class. Although preferred tuning was invariant, the magnitude and width of the tuning curves often varied between classes. Thus, MSTd is form/cue invariant for complex motions, making it an appropriate candidate for analysis of object motion as well as motion introduced by observer translation.
机译:几个研究小组提出,猕猴的MSTd区域在处理用于自我运动分析的光流信息时会发挥作用,这是因为猕猴的神经元对大范围运动模式(例如扩张,收缩和旋转)的选择性。还已经提出,该皮质区域在分析物体的复杂运动中可能是重要的。更一般而言,MSTd可以参与复杂运动模式表示的通用功能,其单元负责将从区域MT转发的局部运动信号集成到更统一的表示中。如果MSTd正在提取通用运动模式信号,则重要的是,MSTd神经元的首选调整不取决于允许表示这些运动的特定特征和提示。为了测试这个想法,我们研究了刺激特征和线索的多样性,MSTd细胞可以通过这些线索提取有关运动模式的信息,例如扩张,收缩,旋转和螺旋运动。刺激的不同类别包括:相干移动的随机点图案,实心正方形,正方形的轮廓,在下面的随机点的固定静止图案之前移动的正方形孔径,完全由闪烁组成的正方形和非傅里叶运动的正方形。当针对这些刺激类别的运动模式进行单位调整时,在每个神经元中产生最强烈反应的运动模式几乎相同。尽管首选的调整是不变的,但调整曲线的大小和宽度通常在各类之间有所不同。因此,MSTd对于复杂运动是形式/提示不变的,使其成为分析对象运动以及观察者平移引入的运动的合适候选者。

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