Department of Psychology, New York University, New York, New York 10003.
Program in Psychology, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.
J Neurosci. 2024 Jul 10;44(28):e0060242024. doi: 10.1523/JNEUROSCI.0060-24.2024.
While the exertion of mental effort improves performance on cognitive tasks, the neural mechanisms by which motivational factors impact cognition remain unknown. Here, we used fMRI to test how changes in cognitive effort, induced by changes in task difficulty, impact neural representations of working memory (WM). Participants (both sexes) were precued whether WM difficulty would be hard or easy. We hypothesized that hard trials demanded more effort as a later decision required finer mnemonic precision. Behaviorally, pupil size was larger and response times were slower on hard compared with easy trials suggesting our manipulation of effort succeeded. Neurally, we observed robust persistent activity during delay periods in the prefrontal cortex (PFC), especially during hard trials. Yet, details of the memoranda could not be decoded from patterns in prefrontal activity. In the patterns of activity in the visual cortex, however, we found strong decoding of memorized targets, where accuracy was higher on hard trials. To potentially link these across-region effects, we hypothesized that effort, carried by persistent activity in the PFC, impacts the quality of WM representations encoded in the visual cortex. Indeed, we found that the amplitude of delay period activity in the frontal cortex predicted decoded accuracy in the visual cortex on a trial-wise basis. These results indicate that effort-related feedback signals sculpt population activity in the visual cortex, improving mnemonic fidelity.
虽然精神努力可以提高认知任务的表现,但激励因素影响认知的神经机制仍然未知。在这里,我们使用 fMRI 来测试认知努力的变化(由任务难度的变化引起)如何影响工作记忆 (WM) 的神经表示。参与者(男女都有)被预先告知 WM 难度是难还是易。我们假设困难的试验需要更多的努力,因为稍后的决策需要更精细的记忆精度。行为上,与容易的试验相比,瞳孔大小更大,反应时间更慢,这表明我们的努力操纵成功了。神经上,我们在额皮质(PFC)中观察到延迟期间的强烈持久活动,尤其是在困难的试验中。然而,无法从额皮质活动的模式中解码出记忆的细节。然而,在视觉皮质的活动模式中,我们发现对记忆目标的强烈解码,在困难的试验中准确性更高。为了潜在地将这些跨区域的影响联系起来,我们假设,由额皮质中的持久活动携带的努力,会影响在视觉皮质中编码的 WM 表示的质量。事实上,我们发现,在基于试验的基础上,前额皮质中延迟期活动的振幅预测了视觉皮质中解码的准确性。这些结果表明,与努力相关的反馈信号塑造了视觉皮层中的群体活动,提高了记忆的保真度。