Mechler Ferenc, Reich Daniel S, Victor Jonathan D
Department of Neurology and Neuroscience, Weill Medical College of Cornell University, New York, New York 10021, USA.
J Neurosci. 2002 Jul 15;22(14):6129-57. doi: 10.1523/JNEUROSCI.22-14-06129.2002.
Edge-like and line-like features result from spatial phase congruence, the local phase agreement between harmonic components of a spatial waveform. Psychophysical observations and models of early visual processing suggest that human visual feature detectors are specialized for edge-like and line-like phase congruence. To test whether primary visual cortex (V1) neurons account for such specificity, we made tetrode recordings in anesthetized macaque monkeys. Stimuli were drifting equal-energy compound gratings composed of four sinusoidal components. Eight congruence phases (one-dimensional features) were tested, including line-like and edge-like waveforms. Many of the 137 single V1 neurons (recorded at 45 sites) could reliably signal phase congruence by any of several response measures. Across neurons, the preferred spatial feature had only a modest bias for line-like waveforms. Information-theoretic analysis showed that congruence phase was temporally encoded in the frequency band present in the stimuli. The most sensitive neurons had feature discrimination thresholds that approached psychophysical levels, but typical neurons were substantially less sensitive. In single V1 neurons, feature discrimination exhibited various dependences on the congruence phase of the reference waveform. Simple cells were over-represented among the most sensitive neurons and on average carried twice as much feature information as complex cells. However, the distribution of the indices of optimal tuning and discrimination of relative phase was indistinguishable in simple and complex cells. Our results suggest that phase-sensitive pooling of responses is required to account for human psychophysical performance, although variation in feature selectivity among nearby neurons is considerable.
边缘状和线状特征源于空间相位一致性,即空间波形谐波成分之间的局部相位一致性。早期视觉处理的心理物理学观察和模型表明,人类视觉特征探测器专门用于检测边缘状和线状相位一致性。为了测试初级视觉皮层(V1)神经元是否具有这种特异性,我们在麻醉的猕猴身上进行了四极管记录。刺激物是由四个正弦成分组成的漂移等能量复合光栅。测试了八个一致性相位(一维特征),包括线状和边缘状波形。在45个位点记录的137个单个V1神经元中,许多神经元可以通过几种反应测量方法中的任何一种可靠地发出相位一致性信号。在所有神经元中,偏好的空间特征对线状波形只有适度的偏向。信息论分析表明,一致性相位在刺激物中存在的频带内进行时间编码。最敏感的神经元的特征辨别阈值接近心理物理学水平,但典型神经元的敏感性要低得多。在单个V1神经元中,特征辨别对参考波形的一致性相位表现出各种依赖性。在最敏感的神经元中,简单细胞的比例过高,平均携带的特征信息是复杂细胞的两倍。然而,简单细胞和复杂细胞在最佳调谐指数和相对相位辨别指数的分布上没有区别。我们的结果表明,尽管附近神经元之间的特征选择性差异很大,但仍需要对反应进行相位敏感的汇总来解释人类的心理物理学表现。