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Rapidly measuring the speed of unconscious learning: amnesics learn quickly and happy people slowly

机译:快速测量无意识学习的速度:健忘症学得很快,快乐的人慢慢学习

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摘要

BACKGROUNDududWe introduce a method for quickly determining the rate of implicit learning.ududMETHODOLOGY/PRINCIPAL FINDINGSududThe task involves making a binary prediction for a probabilistic sequence over 10 minutes; from this it is possible to determine the influence of events of a different number of trials in the past on the current decision. This profile directly reflects the learning rate parameter of a large class of learning algorithms including the delta and Rescorla-Wagner rules. To illustrate the use of the method, we compare a person with amnesia with normal controls and we compare people with induced happy and sad moods.ududCONCLUSIONS/SIGNIFICANCEududLearning on the task is likely both associative and implicit. We argue theoretically and demonstrate empirically that both amnesia and also transient negative moods can be associated with an especially large learning rate: People with amnesia can learn quickly and happy people slowly
机译:背景 ud ud我们介绍一种快速确定隐式学习率的方法。 ud ud方法论/主要发现 ud ud任务涉及对10分钟内的概率序列进行二进制预测;由此可以确定过去不同试验次数的事件对当前决策的影响。此配置文件直接反映了一大类学习算法的学习率参数,包括delta和Rescorla-Wagner规则。为了说明该方法的使用,我们将健忘症患者与正常对照者进行了比较,并对情绪愉悦和悲伤的人进行了比较。 ud ud结论/意义 ud ud关于任务的学习可能既有联想又有隐含。我们从理论上进行论证并从经验上证明,健忘症和短暂的负面情绪都可能与学习率特别高有关:健忘症的人可以快速学习而使人感到快乐

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