Motor system’s role in grounding, receptive field development, and shape recognition

Y. Choe, Huei-Fang Yang, Navendu Misra
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引用次数: 16

Abstract

Vision is basically a sensory modality, so it is no surprise that the investigation into the brainpsilas visual functions has been focused on its sensory aspect. Thus, questions like (1) how can external geometric properties represented in internal states of the visual system be grounded, (2) how do the visual cortical receptive fields (RFs) form, and (3) how can visual shapes be recognized have all been addressed within the framework of sensory information processing. However, this view is being challenged on multiple fronts, with an increasing emphasis on the motor aspect of visual function. In this paper, we will review works that implicate the important role of motor function in vision, and discuss our latest results touching upon the issues of grounding, RF development, and shape recognition. Our main findings are that (1) motor primitives play a fundamental role in grounding, (2) RF learning can be biased and enhanced by the motor system, and (3) shape recognition is easier with motor-based representations than with sensor-based representations. The insights we gained here will help us better understand visual cortical function. Also, we expect the motor-oriented view of visual cortical function to be generalizable to other sensory cortices such as somatosensory and auditory cortices.
运动系统在基础、感受野发展和形状识别中的作用
视觉基本上是一种感觉形态,因此对大脑视觉功能的研究一直集中在其感觉方面也就不足为奇了。因此,诸如(1)如何在视觉系统的内部状态中表征外部几何属性,(2)视觉皮质感受野(RFs)如何形成,以及(3)如何识别视觉形状等问题都在感觉信息处理的框架内得到了解决。然而,这一观点正受到多方面的挑战,越来越多的人强调视觉功能的运动方面。在本文中,我们将回顾涉及运动功能在视觉中的重要作用的工作,并讨论我们在接地,射频发展和形状识别等问题上的最新成果。我们的主要发现是:(1)运动原语在基础中起着基本的作用,(2)运动系统可以对RF学习进行偏差和增强,以及(3)基于运动的表征比基于传感器的表征更容易进行形状识别。我们在这里获得的见解将帮助我们更好地理解视觉皮层的功能。此外,我们期望视觉皮质功能的运动导向观点可以推广到其他感觉皮质,如体感和听觉皮质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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