Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80309.
Proc Natl Acad Sci U S A. 2013 Oct 8;110(41):16390-5. doi: 10.1073/pnas.1303547110. Epub 2013 Sep 23.
The ability to flexibly, rapidly, and accurately perform novel tasks is a hallmark of human behavior. In our everyday lives we are often faced with arbitrary instructions that we must understand and follow, and we are able to do so with remarkable ease. It has frequently been argued that this ability relies on symbol processing, which depends critically on the ability to represent variables and bind them to arbitrary values. Whereas symbol processing is a fundamental feature of all computer systems, it remains a mystery whether and how this ability is carried out by the brain. Here, we provide an example of how the structure and functioning of the prefrontal cortex/basal ganglia working memory system can support variable binding, through a form of indirection (akin to a pointer in computer science). We show how indirection enables the system to flexibly generalize its behavior substantially beyond its direct experience (i.e., systematicity). We argue that this provides a biologically plausible mechanism that approximates a key component of symbol processing, exhibiting both the flexibility, but also some of the limitations, that are associated with this ability in humans.
灵活、快速、准确地执行新任务的能力是人类行为的一个显著特征。在我们的日常生活中,我们经常面临着必须理解和遵循的任意指令,而我们能够非常轻松地做到这一点。人们经常认为,这种能力依赖于符号处理,而符号处理又严重依赖于代表变量并将它们绑定到任意值的能力。虽然符号处理是所有计算机系统的基本特征,但大脑是否以及如何执行这种能力仍然是一个谜。在这里,我们通过一种间接形式(类似于计算机科学中的指针)提供了一个示例,说明前额叶皮层/基底神经节工作记忆系统的结构和功能如何支持变量绑定。我们展示了间接性如何使系统能够灵活地将其行为大大推广到其直接经验之外(即,系统性)。我们认为,这提供了一种有生物学意义的机制,该机制近似于符号处理的一个关键组成部分,表现出与人类这种能力相关的灵活性,但也存在一些局限性。