Pasupathy A, Connor C E
Department of Biomedical Engineering, Baltimore, Maryland 21218, USA.
J Neurophysiol. 2001 Nov;86(5):2505-19. doi: 10.1152/jn.2001.86.5.2505.
Visual shape recognition in primates depends on a multi-stage pathway running from primary visual cortex (V1) to inferotemporal cortex (IT). The mechanisms by which local shape signals from V1 are transformed into selectivity for abstract object categories in IT are unknown. One approach to this issue is to investigate shape representation at intermediate stages in the pathway, such as area V4. We studied 109 V4 cells that appeared sensitive to complex shape in preliminary tests. To achieve a more complete picture of shape representation in V4, we tested each cell with a set of 366 stimuli, constructed by systematically combining convex and concave boundary elements into closed shapes. Using this large, diverse stimulus set, we found that all the cells in our sample responded to a wide variety of shapes and did not appear to encode any single type of global shape. However, for most cells the shapes evoking strongest responses were characterized by a consistent type of boundary conformation at a specific position within the stimulus. For example, a given cell might be tuned for shapes containing concave curvature at the right, with other parts of the shape having little or no effect on responses. Many cells were tuned for more complex boundary configurations (e.g., a convex angle adjacent to a concave curve). We quantified this kind of shape tuning with Gaussian functions on a curvature x position domain. These tuning functions fit the neural responses much better than tuning functions based on edge or axis orientation. Thus individual V4 cells appear to encode moderately complex boundary information at specific locations within larger shapes. This finding suggests that, at intermediate stages in the V1-IT transformation, complex objects are represented at least partly in terms of the configurations and positions of their contour components.
灵长类动物的视觉形状识别依赖于一条从初级视觉皮层(V1)到颞下皮层(IT)的多阶段通路。V1发出的局部形状信号是如何转化为IT对抽象物体类别的选择性的,目前尚不清楚。解决这个问题的一种方法是研究该通路中间阶段(如V4区)的形状表征。我们研究了109个在初步测试中似乎对复杂形状敏感的V4细胞。为了更全面地了解V4区的形状表征,我们用一组366种刺激对每个细胞进行测试,这些刺激是通过将凸边界元素和凹边界元素系统地组合成封闭形状而构建的。使用这个庞大且多样的刺激集,我们发现样本中的所有细胞都对各种各样的形状有反应,并且似乎没有编码任何单一类型的全局形状。然而,对于大多数细胞来说,引发最强反应的形状在刺激内的特定位置具有一致类型的边界构象。例如,给定的细胞可能对右侧包含凹曲率的形状进行调谐,形状的其他部分对反应几乎没有影响。许多细胞对更复杂的边界配置(例如,与凹曲线相邻的凸角)进行调谐。我们在曲率x位置域上用高斯函数对这种形状调谐进行了量化。这些调谐函数比基于边缘或轴方向的调谐函数能更好地拟合神经反应。因此,单个V4细胞似乎在更大形状内的特定位置编码适度复杂的边界信息。这一发现表明,在V1-IT转换的中间阶段,复杂物体至少部分是根据其轮廓成分的配置和位置来表征的。