工作记忆
干涉理论
计算机科学
认知心理学
前额叶皮质
多样性(控制论)
认知科学
感觉记忆
短时记忆
灵活性(工程)
认知
心理学
神经科学
人工智能
数学
统计
标识
DOI:10.1146/annurev-vision-100419-104831
摘要
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.
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