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Perceptual salience affects the contents of working memory during free-recollection of objects from natural scenes

机译:在自然场景中对象的自由回收期间感知显着性会影响工作记忆的内容

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摘要

One of the most important issues in the study of cognition is to understand which are the factors determining internal representation of the external world. Previous literature has started to highlight the impact of low-level sensory features (indexed by saliency-maps) in driving attention selection, hence increasing the probability for objects presented in complex and natural scenes to be successfully encoded into working memory (WM) and then correctly remembered. Here we asked whether the probability of retrieving high-saliency objects modulates the overall contents of WM, by decreasing the probability of retrieving other, lower-saliency objects. We presented pictures of natural scenes for 4 s. After a retention period of 8 s, we asked participants to verbally report as many objects/details as possible of the previous scenes. We then computed how many times the objects located at either the peak of maximal or minimal saliency in the scene (as indexed by a saliency-map; Itti et al., ) were recollected by participants. Results showed that maximal-saliency objects were recollected more often and earlier in the stream of successfully reported items than minimal-saliency objects. This indicates that bottom-up sensory salience increases the recollection probability and facilitates the access to memory representation at retrieval, respectively. Moreover, recollection of the maximal- (but not the minimal-) saliency objects predicted the overall amount of successfully recollected objects: The higher the probability of having successfully reported the most-salient object in the scene, the lower the amount of recollected objects. These findings highlight that bottom-up sensory saliency modulates the current contents of WM during recollection of objects from natural scenes, most likely by reducing available resources to encode and then retrieve other (lower saliency) objects.
机译:认知研究中最重要的问题之一就是要了解哪些是决定外部世界内部表象的因素。先前的文献已经开始强调低层感官特征(通过显着性图索引)在吸引注意力选择方面的影响,因此增加了将复杂自然场景中呈现的对象成功编码到工作记忆(WM)中的可能性正确记住。在这里,我们询问通过降低检索其他低显着性对象的可能性,检索高显着性对象的可能性是否调制了WM的整体内容。我们展示了自然场景的图片4 s。保留8秒后,我们要求参与者口头报告尽可能多的先前场景的对象/细节。然后,我们计算了参与者重新收集了场景中位于最大或最小显着性峰值处的对象(由显着性图索引; Itti等人)的次数。结果表明,与最小显着度对象相比,成功报告的项目流中最大显着性对象的收集频率更高,更早。这表明自下而上的感觉显着性分别增加了回忆的可能性,并有利于在检索时访问内存表示。此外,最大(但不是最小)显着性对象的收集预测了成功重新收集的对象的总量:成功报告场景中最显着的对象的可能性越高,则重新收集的对象的数量越少。这些发现表明,自下而上的感官显着性在从自然场景中收集对象的过程中调节了WM的当前内容,这很可能是通过减少可编码的资源,然后检索其他(显着性较低的)对象来实现的。

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