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Neural activity in V1 creates the saliency map

机译:V1中的神经活动创建显着图

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Zhaoping proposed (Li, 1999, 2002) that pre-attentive computational mechanisms in the primary visual cortex create a bottom-up saliency map. We performed psychophysical, ERP and fMRI experiments to test her theory. In these experiments, stimulus images have a regular Manhatten grid of 15 ?? 29 low-contrast bars, presented in the lower visual field. All bars were identically oriented except for a target region of 2 ?? 2 bars with another orientation in either the lower-left or the lower-right quadrant. There were four possible orientation contrasts between the target and the background a??7.5, 15, 30 and 90?°. To avoid top-down influences, each stimulus was presented for only 50 ms and was followed by a high-contrast mask, which rendered the whole stimulus invisible to subjects (confirmed by a forced-choice test). In the psychophysical experiment, the Posner cueing paradigm was adopted to measure the spatial cueing effect of the invisible target on an orientation discrimination task. We found that the cueing effect (the saliency of the invisible target) increased as the orientation contrast increased, but saturated at 30?°, which can be predicted by Li Zhaoping?¢'s V1 model. In the ERP experiment, we measured the amplitude of C1 to the invisible stimulus with various orientation contrasts. C1 is the earliest visual evoked potential component and is generated in V1. In the fMRI experiment, we measured the BOLD response in V1 to the invisible target with various orientation contrasts. Both the amplitude of C1 and the BOLD response in V1 were proportional to the orientation contrast. More interestingly, they were significantly correlated with the cueing effect across subjects. Thus, the overall results support that, in human subjects, neural activities in V1 could represent the bottom-up saliency map.
机译:昭平提出(Li,1999,2002),在主视觉皮层中预先注意的计算机制会创建一个自下而上的显着性图。我们进行了心理物理,ERP和fMRI实验以验证她的理论。在这些实验中,刺激图像的Manhatten网格为15? 29个低对比度条,显示在下部视野中。除了目标区域为2Ω2以外,所有棒的取向都相同。 2个条,其左下象限或右下象限中的另一个方向。目标和背景之间的α7.5、15、30和90°角有四种可能的方向对比。为避免自上而下的影响,每个刺激仅出现50毫秒,然后是高对比度的遮罩,这会使整个刺激对受试者不可见(通过强制选择测试确认)。在心理物理实验中,采用了Posner提示范式来测量隐形目标对定向识别任务的空间提示效果。我们发现提示效果(不可见目标的显着性)随着方向对比度的增加而增加,但在30?°达到饱和,这可以通过李兆平的V1模型来预测。在ERP实验中,我们以各种方向对比测量了C1对不可见刺激的振幅。 C1是最早的视觉诱发电位成分,在V1中生成。在功能磁共振成像实验中,我们测量了V1对具有各种方向对比的不可见目标的BOLD响应。 C1的幅度和V1中的BOLD响应均与方向对比度成正比。更有趣的是,它们与受试者的提示效果显着相关。因此,总体结果支持在人类受试者中,V1中的神经活动可以代表自下而上的显着性图。

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