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Early recurrent feedback facilitates visual object recognition under challenging conditions

机译:早期的周期性反馈有助于在挑战性条件下识别视觉对象

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摘要

Standard models of the visual object recognition pathway hold that a largely feedforward process from the retina through inferotemporal cortex leads to object identification. A subsequent feedback process originating in frontoparietal areas through reciprocal connections to striate cortex provides attentional support to salient or behaviorally-relevant features. Here, we review mounting evidence that feedback signals also originate within extrastriate regions and begin during the initial feedforward process. This feedback process is temporally dissociable from attention and provides important functions such as grouping, associational reinforcement, and filling-in of features. Local feedback signals operating concurrently with feedforward processing are important for object identification in noisy real-world situations, particularly when objects are partially occluded, unclear, or otherwise ambiguous. Altogether, the dissociation of early and late feedback processes presented here expands on current models of object identification, and suggests a dual role for descending feedback projections.
机译:视觉对象识别路径的标准模型认为,从视网膜到颞下皮质的大量前馈过程会导致对象识别。通过相互连接到纹状皮层而起源于前额叶区域的后续反馈过程为显着或行为相关特征提供了注意力支持。在这里,我们回顾了越来越多的证据,表明反馈信号也源自外部区域,并在初始前馈过程中开始。此反馈过程在时间上无法引起注意,并提供重要功能,例如分组,关联增强和特征填充。与前馈处理同时工作的本地反馈信号对于在嘈杂的现实世界中识别对象非常重要,尤其是当对象被部分遮挡,不清楚或存在歧义时。总之,此处介绍的早期和晚期反馈过程的分离扩展了当前的对象识别模型,并提出了下降反馈预测的双重作用。

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