Su Yuling, Lai Yunpeng, Huang Wanyi, Tan Wei, Qu Zhe, Ding Yulong
Brain and Cognition Lab, Department of Psychology, Sun Yat-Sen University.
J Exp Psychol Hum Percept Perform. 2014 Aug;40(4):1415-24. doi: 10.1037/a0036337. Epub 2014 Apr 14.
Although some studies showed that training can improve the ability of cross-dimension conjunction search, less is known about the underlying mechanism. Specifically, it remains unclear whether training of visual conjunction search can successfully bind different features of separated dimensions into a new function unit at early stages of visual processing. In the present study, we utilized stimulus specificity and generalization to provide a new approach to investigate the mechanisms underlying perceptual learning (PL) in visual conjunction search. Five experiments consistently showed that after 40 to 50 min of training of color-shape/orientation conjunction search, the ability to search for a certain conjunction target improved significantly and the learning effects did not transfer to a new target that differed from the trained target in both color and shape/orientation features. However, the learning effects were not strictly specific. In color-shape conjunction search, although the learning effect could not transfer to a same-shape different-color target, it almost completely transferred to a same-color different-shape target. In color-orientation conjunction search, the learning effect partly transferred to a new target that shared same color or same orientation with the trained target. Moreover, the sum of transfer effects for the same color target and the same orientation target in color-orientation conjunction search was algebraically equivalent to the learning effect for trained target, showing an additive transfer effect. The different transfer patterns in color-shape and color-orientation conjunction search learning might reflect the different complexity and discriminability between feature dimensions. These results suggested a feature-based attention enhancement mechanism rather than a unitization mechanism underlying the short-term PL of color-shape/orientation conjunction search.
尽管一些研究表明训练可以提高跨维度联合搜索的能力,但对于其潜在机制却知之甚少。具体而言,视觉联合搜索训练是否能在视觉处理的早期阶段成功地将分离维度的不同特征绑定到一个新的功能单元上仍不清楚。在本研究中,我们利用刺激特异性和泛化来提供一种新方法,以探究视觉联合搜索中知觉学习(PL)的潜在机制。五个实验一致表明,在对颜色-形状/方向联合搜索进行40至50分钟的训练后,搜索特定联合目标的能力显著提高,并且学习效果不会转移到在颜色和形状/方向特征上与训练目标不同的新目标上。然而,学习效果并非严格特定。在颜色-形状联合搜索中,虽然学习效果不能转移到形状相同颜色不同的目标上,但几乎完全转移到了颜色相同形状不同的目标上。在颜色-方向联合搜索中,学习效果部分转移到了与训练目标具有相同颜色或相同方向的新目标上。此外,颜色-方向联合搜索中相同颜色目标和相同方向目标的转移效果之和在代数上等同于训练目标的学习效果,显示出相加的转移效果。颜色-形状和颜色-方向联合搜索学习中不同的转移模式可能反映了特征维度之间不同的复杂性和可辨别性。这些结果表明,颜色-形状/方向联合搜索的短期PL背后存在基于特征的注意力增强机制而非单元化机制。