Unconscious reward facilitates motion perceptual learning

作者：Xue Xin; Zhou Xiaolin; Li Sheng^*

来源：Visual Cognition, 2015, 23(1-2): 161-178.

DOI：10.1080/13506285.2014.981625

• Reinforcement learning
• Unconscious
• Reward
• Feedback
• Perceptual learning

Reward signal plays an important role in guiding human learning behaviour. Recent studies have provided evidence that reward signal modulates perceptual learning of basic visual features. Typically, the reward effects on perceptual learning were accompanied with consciously presented reward during the learning process. However, whether an unconsciously presented reward signal that minimizes the contribution of attentional and motivational factors can facilitate perceptual learning remains less well understood. We trained human subjects on a visual motion detection task and subliminally delivered a monetary reward for correct response during the training. The results showed significantly larger learning effect for high reward-associated motion direction than low reward-associated motion direction. Importantly, subjects could neither discriminate the relative values of the subliminal monetary reward nor correctly report the reward-direction contingencies. Our findings suggest that reward signal plays an important modulatory role in perceptual learning even if the magnitude of the reward was not consciously perceived.

• 出版日期2015-2-7
• 单位北京大学