SELECTIVENESS OF THE EXPOSURE-BASED PERCEPTUAL LEARNING: WHAT TO LEARN AND WHAT NOT TO LEARN.

Hoon Choi, Takeo Watanabe
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Abstract

How does the brain determine what to learn and what not to learn? Previous studies showed that a feature or stimulus on which subjects performed a task was learned, while the features or stimuli that were irrelevant to the task were not learned. This led some researchers to conclude that attention to a stimulus was necessary for the stimulus to be learned. This thought was challenged by the discovery of a task-irrelevant perceptual learning, in which learning occurred by mere exposure to the unattended and subthreshold stimulus. However, this exposure-based learning does not necessarily indicate that all presented stimuli are learned. Rather, recent studies showed that the occurrence of this learning was very selective for the following new findings: unattended stimulus learning occurred only (1) when the unattended stimulus was associated temporally with the processing of an attended target, (2) when the unattended stimulus was synchronously presented with reinforcers, such as internal or external rewards, and (3) when the unattended stimulus had subliminal properties. These selectivities suggest some degrees of similarity between task-relevant and task-irrelevant perceptual learning, which has been the motivation for making a united model in which both task-relevant and task-irrelevant learning are formed with similar or same mechanisms.

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基于暴露的知觉学习的选择性:学什么和不学什么。
大脑是如何决定什么该学,什么不该学的?以往的研究表明,受试者在完成一项任务时,会学习到与之相关的特征或刺激物,而与任务无关的特征或刺激物则不会被学习。这让一些研究人员得出结论,认为对刺激物的注意是刺激物被学习的必要条件。这种想法受到了与任务无关的知觉学习的挑战,在这种知觉学习中,只需接触未被注意的亚阈值刺激就能学习。然而,这种基于暴露的学习并不一定表明所有呈现的刺激都会被学习。相反,最近的研究表明,这种学习的发生对以下新发现具有很强的选择性:只有在以下情况下才会发生无人注意刺激学习:(1)无人注意刺激在时间上与被注意目标的处理相关联;(2)无人注意刺激与强化物(如内部或外部奖励)同步呈现;(3)无人注意刺激具有潜意识特性。这些选择性表明,任务相关感知学习和任务无关感知学习之间存在一定程度的相似性,这也是我们建立一个统一模型的动机,在这个模型中,任务相关学习和任务无关学习都是在相似或相同的机制下形成的。
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