Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
Department of Mathematics and Statistics, University of West Florida, Pensacola, FL, 32514, USA.
Nat Commun. 2024 Aug 6;15(1):6694. doi: 10.1038/s41467-024-50717-y.
Prefrontal cortical activity represents stimuli in working memory tasks in a low-dimensional manifold that transforms over the course of a trial. Such transformations reflect specific cognitive operations, so that, for example, the rotation of stimulus representations is thought to reduce interference by distractor stimuli. Here we show that rotations occur in the low-dimensional activity space of prefrontal neurons in naïve male monkeys (Macaca mulatta), while passively viewing familiar stimuli. Moreover, some aspects of these rotations remain remarkably unchanged after training to perform working memory tasks. Significant training effects are still present in population dynamics, which further distinguish correct and error trials during task execution. Our results reveal automatic functions of prefrontal neural circuits allow transformations that may aid cognitive flexibility.
前额皮质活动在工作记忆任务中以低维流形的形式表示刺激,这种流形在试验过程中发生变化。这种转变反映了特定的认知操作,例如,刺激表示的旋转被认为可以通过分散刺激来减少干扰。在这里,我们表明,在未经训练的雄性猕猴(Macaca mulatta)被动观察熟悉的刺激时,旋转发生在前额神经元的低维活动空间中。此外,在进行工作记忆任务的训练后,这些旋转的某些方面仍然保持惊人的不变。在群体动力学中仍然存在显著的训练效应,这进一步区分了任务执行过程中的正确和错误试验。我们的结果揭示了前额神经回路的自动功能允许进行可能有助于认知灵活性的转换。