Learning Institute, King Mongkut's University of Technology Thonburi, Bangkok, Thailand.
Futuristic Research in Enigmatic Aesthetics Knowledge Laboratory, King Mongkut's University of Technology Thonburi, Bangkok, Thailand.
PLoS Biol. 2019 Aug 9;17(8):e3000186. doi: 10.1371/journal.pbio.3000186. eCollection 2019 Aug.
When a behaviorally relevant stimulus has been previously associated with reward, behavioral responses are faster and more accurate compared to equally relevant but less valuable stimuli. Conversely, task-irrelevant stimuli that were previously associated with a high reward can capture attention and distract processing away from relevant stimuli (e.g., seeing a chocolate bar in the pantry when you are looking for a nice, healthy apple). Although increasing the value of task-relevant stimuli systematically up-regulates neural responses in early visual cortex to facilitate information processing, it is not clear whether the value of task-irrelevant distractors influences behavior via competition in early visual cortex or via competition at later stages of decision-making and response selection. Here, we measured functional magnetic resonance imaging (fMRI) in human visual cortex while subjects performed a value-based learning task, and we applied a multivariate inverted encoding model (IEM) to assess the fidelity of distractor representations in early visual cortex. We found that the fidelity of neural representations related to task-irrelevant distractors increased when the distractors were previously associated with a high reward. This finding suggests that value-driven attentional capture begins with sensory modulations of distractor representations in early areas of visual cortex.
当一个与行为相关的刺激之前与奖励相关联时,与同样相关但价值较低的刺激相比,行为反应会更快、更准确。相反,之前与高奖励相关联的任务无关刺激可以吸引注意力,并将注意力从相关刺激上转移开(例如,当你在寻找一个美味、健康的苹果时,看到食品储藏室里的巧克力棒)。虽然系统地增加任务相关刺激的价值会增加早期视觉皮层的神经反应,以促进信息处理,但尚不清楚任务无关干扰刺激的价值是否通过早期视觉皮层中的竞争,或者通过决策和反应选择的后期阶段的竞争来影响行为。在这里,我们在人类视觉皮层中测量了功能磁共振成像(fMRI),同时让受试者进行基于价值的学习任务,并应用多元倒置编码模型(IEM)来评估早期视觉皮层中干扰物表示的保真度。我们发现,当干扰物之前与高奖励相关联时,与任务无关的干扰物相关的神经表示的保真度会增加。这一发现表明,价值驱动的注意力捕获始于早期视觉皮层中干扰物表示的感觉调制。