Department of Psychology, Stanford University, Stanford, CA, USA.
J Neurophysiol. 2013 Jul;110(2):481-94. doi: 10.1152/jn.00105.2013. Epub 2013 Apr 24.
Neurons within a small (a few cubic millimeters) region of visual cortex respond to stimuli within a restricted region of the visual field. Previous studies have characterized the population response of such neurons using a model that sums contrast linearly across the visual field. In this study, we tested linear spatial summation of population responses using blood oxygenation level-dependent (BOLD) functional MRI. We measured BOLD responses to a systematic set of contrast patterns and discovered systematic deviation from linearity: the data are more accurately explained by a model in which a compressive static nonlinearity is applied after linear spatial summation. We found that the nonlinearity is present in early visual areas (e.g., V1, V2) and grows more pronounced in relatively anterior extrastriate areas (e.g., LO-2, VO-2). We then analyzed the effect of compressive spatial summation in terms of changes in the position and size of a viewed object. Compressive spatial summation is consistent with tolerance to changes in position and size, an important characteristic of object representation.
视皮层小区域(几立方毫米)内的神经元对视野内受限区域的刺激做出反应。先前的研究使用一种在整个视野上线性加总的模型来描述这类神经元的群体反应。在这项研究中,我们使用血氧水平依赖(BOLD)功能磁共振成像来测试群体反应的线性空间总和。我们测量了对系统对比度模式的 BOLD 反应,发现与线性存在系统偏差:数据更准确地由模型解释,该模型在进行线性空间总和后应用压缩静态非线性。我们发现,这种非线性存在于早期视觉区域(例如 V1、V2),在前部的外纹状区域(例如 LO-2、VO-2)中更为明显。然后,我们根据所观察物体的位置和大小的变化,分析了压缩空间总和的效果。压缩空间总和与对位置和大小变化的容忍度一致,这是物体表示的一个重要特征。