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Advance Preparation in Task-Switching: Converging Evidence from Behavioral, Brain Activation, and Model-Based Approaches

机译:任务切换的高级准备:来自行为,脑部激活和基于模型的方法的融合证据

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Recent research has taken advantage of the temporal and spatial resolution of event-related brain potentials (ERPs) and functional magnetic resonance imaging (fMRI) to identify the time course and neural circuitry of preparatory processes required to switch between different tasks. Here we overview some key findings contributing to understanding strategic processes in advance preparation. Findings from these methodologies are compatible with advance preparation conceptualized as a set of processes activated for both switch and repeat trials, but with substantial variability as a function of individual differences and task requirements. We then highlight new approaches that attempt to capitalize on this variability to link behavior and brain activation patterns. One approach examines correlations among behavioral, ERP and fMRI measures. A second “model-based” approach accounts for differences in preparatory processes by estimating quantitative model parameters that reflect latent psychological processes. We argue that integration of behavioral and neuroscientific methodologies is key to understanding the complex nature of advance preparation in task-switching.
机译:最近的研究已经利用了与事件相关的脑电势(ERP)和功能磁共振成像(fMRI)的时间和空间分辨率,以识别在不同任务之间切换所需的准备过程的时程和神经回路。在这里,我们概述了一些关键的发现,这些发现有助于提前了解战略流程。从这些方法学中得出的结果与概念化的预备工作相兼容,预备工作被概念化为针对转换和重复试验而激活的一组过程,但是具有很大的可变性,这取决于个体差异和任务要求。然后,我们重点介绍尝试利用这种可变性将行为与大脑激活模式联系起来的新方法。一种方法检查行为,ERP和fMRI措施之间的相关性。第二种“基于模型”的方法通过估计反映潜在心理过程的定量模型参数来解决准备过程中的差异。我们认为,行为和神经科学方法论的整合对于理解任务切换中提前准备的复杂本质至关重要。

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