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灵长类大脑中形状表征的神经基础。

Neural basis of shape representation in the primate brain.

作者信息

Pasupathy Anitha

机构信息

The Picower Institute for Learning and Memory, RIKEN-MIT Neuroscience Research Center and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.

出版信息

Prog Brain Res. 2006;154:293-313. doi: 10.1016/S0079-6123(06)54016-6.

DOI:10.1016/S0079-6123(06)54016-6
PMID:17010719
Abstract

Visual shape recognition--the ability to recognize a wide variety of shapes regardless of their size, position, view, clutter and ambient lighting--is a remarkable ability essential for complex behavior. In the primate brain, this depends on information processing in a multistage pathway running from primary visual cortex (V1), where cells encode local orientation and spatial frequency information, to the inferotemporal cortex (IT), where cells respond selectively to complex shapes. A fundamental question yet to be answered is how the local orientation signals (in V1) are transformed into selectivity for complex shapes (in IT). To gain insights into the underlying mechanisms we investigated the neural basis of shape representation in area V4, an intermediate stage in this processing hierarchy. Theoretical considerations and psychophysical evidence suggest that contour features, i.e. angles and curves along an object contour, may serve as the basis of representation at intermediate stages of shape processing. To test this hypothesis we studied the response properties of single units in area V4 of primates. We first demonstrated that V4 neurons show strong systematic tuning for the orientation and acuteness of angles and curves when presented in isolation within the cells' receptive field. Next, we found that responses to complex shapes were dictated by the curvature at a specific boundary location within the shape. Finally, using basis function decoding, we demonstrated that an ensemble of V4 neurons could successfully encode complete shapes as aggregates of boundary fragments. These findings identify curvature as a basis of shape representation in area V4 and provide insights into the neurophysiological basis for the salience of convex curves in shape perception.

摘要

视觉形状识别——即识别各种形状而不受其大小、位置、视角、杂乱程度和环境光照影响的能力——是一种对复杂行为至关重要的非凡能力。在灵长类动物大脑中,这依赖于从初级视觉皮层(V1)到颞下皮层(IT)的多阶段通路中的信息处理,在V1中细胞编码局部方向和空间频率信息,而在IT中细胞对复杂形状有选择性反应。一个尚未得到解答的基本问题是局部方向信号(在V1中)如何转化为对复杂形状的选择性(在IT中)。为了深入了解潜在机制,我们研究了该处理层级中间阶段V4区形状表征的神经基础。理论思考和心理物理学证据表明,轮廓特征,即物体轮廓上的角度和曲线,可能是形状处理中间阶段表征的基础。为了验证这一假设,我们研究了灵长类动物V4区单个神经元的反应特性。我们首先证明,当在细胞感受野内单独呈现时,V4神经元对角度和曲线的方向及锐度表现出强烈的系统性调谐。接下来,我们发现对复杂形状的反应由形状内特定边界位置的曲率决定。最后,使用基函数解码,我们证明V4神经元集合能够成功地将完整形状编码为边界片段的集合。这些发现确定曲率是V4区形状表征的基础,并为形状感知中凸曲线显著性的神经生理学基础提供了见解。

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