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Balancing Flexibility and Interference in Working Memory
Annual Review of Vision Science ( IF 5.0 ) Pub Date : 2021-09-15 , DOI: 10.1146/annurev-vision-100419-104831
Timothy J Buschman 1
Affiliation  

Working memory is central to cognition, flexibly holding the variety of thoughts needed for complex behavior. Yet, despite its importance, working memory has a severely limited capacity, holding only three to four items at once. In this article, I review experimental and computational evidence that the flexibility and limited capacity of working memory reflect the same underlying neural mechanism. I argue that working memory relies on interactions between high-dimensional, integrative representations in the prefrontal cortex and structured representations in the sensory cortex. Together, these interactions allow working memory to flexibly maintain arbitrary representations. However, the distributed nature of working memory comes at the cost of causing interference between items in memory, resulting in a limited capacity. Finally, I discuss several mechanisms used by the brain to reduce interference and maximize the effective capacity of working memory.

中文翻译:


平衡工作记忆的灵活性和干扰

工作记忆是认知的核心,灵活地保存复杂行为所需的各种想法。然而,尽管它很重要,但工作记忆的容量非常有限,一次只能容纳三到四个项目。在本文中,我回顾了实验和计算证据,证明工作记忆的灵活性和有限的容量反映了相同的潜在神经机制。我认为工作记忆依赖于前额叶皮层中的高维综合表征与感觉皮层中的结构化表征之间的相互作用。总之,这些交互允许工作记忆灵活地维护任意表示。然而,工作记忆的分布式特性是以在记忆中的项目之间造成干扰为代价的,从而导致容量有限。最后,

更新日期:2021-09-17
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