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颞下皮质中习得的形状选择性是否会自动在视网膜位置上泛化?

Does learned shape selectivity in inferior temporal cortex automatically generalize across retinal position?

作者信息

Cox David D, DiCarlo James J

机构信息

Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

出版信息

J Neurosci. 2008 Oct 1;28(40):10045-55. doi: 10.1523/JNEUROSCI.2142-08.2008.

Abstract

Biological visual systems have the remarkable ability to recognize objects despite confounding factors such as object position, size, pose, and lighting. In primates, this ability likely results from neuronal responses at the highest stage of the ventral visual stream [inferior temporal cortex (IT)] that signal object identity while tolerating these factors. However, for even the apparently simplest IT tolerance ("invariance"), tolerance to object position on the retina, little is known about how this feat is achieved. One possibility is that IT position tolerance is innate in that discriminatory power for newly learned objects automatically generalizes across position. Alternatively, visual experience plays a role in developing position tolerance. To test these ideas, we trained adult monkeys in a difficult object discrimination task in which their visual experience with novel objects was restricted to a single retinal position. After training, we recorded the spiking activity of an unbiased population of IT neurons and found that it contained significantly greater selectivity among the newly learned objects at the experienced position compared with a carefully matched, non-experienced position. Interleaved testing with other objects shows that this difference cannot be attributed to a bias in spatial attention or neuronal sampling. We conclude from these results that, at least under some conditions, full transfer of IT neuronal selectivity across retinal position is not automatic. This finding raises the possibility that visual experience plays a role in building neuronal tolerance in the ventral visual stream and the recognition abilities it supports.

摘要

生物视觉系统具有非凡的能力,能够识别物体,尽管存在诸如物体位置、大小、姿态和光照等混杂因素。在灵长类动物中,这种能力可能源于腹侧视觉通路最高阶段[颞下皮质(IT)]的神经元反应,该反应在容忍这些因素的同时发出物体识别信号。然而,即使对于看似最简单的IT耐受性(“不变性”),即对视网膜上物体位置的耐受性,人们对这种能力是如何实现的却知之甚少。一种可能性是,IT位置耐受性是天生的,因为对新学习物体的辨别能力会自动在不同位置上泛化。或者,视觉经验在发展位置耐受性方面发挥作用。为了验证这些观点,我们训练成年猴子完成一项困难的物体辨别任务,在该任务中,它们对新物体的视觉体验被限制在单个视网膜位置。训练后,我们记录了一群无偏差的IT神经元的放电活动,发现与精心匹配的非经验位置相比,在经验位置上,新学习物体之间的选择性显著更高。对其他物体的交错测试表明,这种差异不能归因于空间注意力或神经元采样的偏差。我们从这些结果中得出结论,至少在某些情况下,IT神经元选择性在视网膜位置之间的完全转移不是自动的。这一发现增加了视觉经验在腹侧视觉通路中建立神经元耐受性及其所支持的识别能力方面发挥作用的可能性。

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