Suppr超能文献

参与物体识别的猴子颞下前神经元对物体的视网膜位置可能高度敏感。

Anterior inferotemporal neurons of monkeys engaged in object recognition can be highly sensitive to object retinal position.

作者信息

DiCarlo James J, Maunsell John H R

机构信息

Howard Hughes Medical Institute and Division of Neuroscience, Baylor College of Medicine, Houston, Texas 77030, USA.

出版信息

J Neurophysiol. 2003 Jun;89(6):3264-78. doi: 10.1152/jn.00358.2002.

Abstract

Visual object recognition is computationally difficult because changes in an object's position, distance, pose, or setting may cause it to produce a different retinal image on each encounter. To robustly recognize objects, the primate brain must have mechanisms to compensate for these variations. Although these mechanisms are poorly understood, it is thought that they elaborate neuronal representations in the inferotemporal cortex that are sensitive to object form but substantially invariant to other image variations. This study examines this hypothesis for image variation resulting from changes in object position. We studied the effect of small differences (+/-1.5 degrees ) in the retinal position of small (0.6 degrees wide) visual forms on both the behavior of monkeys trained to identify those forms and the responses of 146 anterior IT (AIT) neurons collected during that behavior. Behavioral accuracy and speed were largely unaffected by these small changes in position. Consistent with previous studies, many AIT responses were highly selective for the forms. However, AIT responses showed far greater sensitivity to retinal position than predicted from their reported receptive field (RF) sizes. The median AIT neuron showed a approximately 60% response decrease between positions within +/-1.5 degrees of the center of gaze, and 52% of neurons were unresponsive to one or more of these positions. Consistent with previous studies, each neuron's rank order of target preferences was largely unaffected across position changes. Although we have not yet determined the conditions necessary to observe this marked position sensitivity in AIT responses, we rule out effects of spatial-frequency content, eye movements, and failures to include the RF center. To reconcile this observation with previous studies, we hypothesize that either AIT position sensitivity strongly depends on object size or that position sensitivity is sharpened by extensive visual experience at fixed retinal positions or by the presence of flanking distractors.

摘要

视觉物体识别在计算上具有挑战性,因为物体的位置、距离、姿态或环境的变化可能导致每次遇到该物体时产生不同的视网膜图像。为了稳健地识别物体,灵长类动物的大脑必须具备补偿这些变化的机制。尽管这些机制尚不清楚,但人们认为它们会在颞下皮层中构建对物体形状敏感但对其他图像变化基本不变的神经元表征。本研究针对因物体位置变化而产生的图像变化检验了这一假设。我们研究了小视觉形式(宽0.6度)在视网膜位置上的小差异(±1.5度)对训练识别这些形式的猴子的行为以及在该行为过程中收集的146个前颞下(AIT)神经元反应的影响。行为准确性和速度在很大程度上不受这些小位置变化的影响。与先前的研究一致,许多AIT反应对这些形式具有高度选择性。然而,AIT反应对视网膜位置的敏感性远高于根据其报告的感受野(RF)大小所预测的。中位AIT神经元在注视中心±1.5度范围内的位置之间显示出约60%的反应下降,并且52%的神经元对这些位置中的一个或多个无反应。与先前的研究一致,每个神经元的目标偏好排序在位置变化过程中基本不受影响。尽管我们尚未确定在AIT反应中观察到这种明显位置敏感性所需的条件,但我们排除了空间频率内容、眼球运动以及未包含RF中心的影响。为了使这一观察结果与先前的研究相协调,我们假设要么AIT位置敏感性强烈依赖于物体大小,要么位置敏感性通过在固定视网膜位置的广泛视觉经验或侧翼干扰物的存在而得到增强。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验