Neural evidence of switch processes during semantic and phonetic foraging in human memory

觅食 计算机科学 语义记忆 认知心理学 聚类分析 认知 过程(计算) 人工智能 心理学 神经科学 生物 生态学 操作系统
作者
Nancy B. Lundin,Joshua W. Brown,Brendan T. Johns,Michael N. Jones,J. Purcell,William P. Hetrick,Brian F. O’Donnell,Peter M. Todd
出处
期刊:Proceedings of the National Academy of Sciences of the United States of America [Proceedings of the National Academy of Sciences]
卷期号:120 (42)
标识
DOI:10.1073/pnas.2312462120
摘要

Humans may retrieve words from memory by exploring and exploiting in “semantic space” similar to how nonhuman animals forage for resources in physical space. This has been studied using the verbal fluency test (VFT), in which participants generate words belonging to a semantic or phonetic category in a limited time. People produce bursts of related items during VFT, referred to as “clustering” and “switching.” The strategic foraging model posits that cognitive search behavior is guided by a monitoring process which detects relevant declines in performance and then triggers the searcher to seek a new patch or cluster in memory after the current patch has been depleted. An alternative body of research proposes that this behavior can be explained by an undirected rather than strategic search process, such as random walks with or without random jumps to new parts of semantic space. This study contributes to this theoretical debate by testing for neural evidence of strategically timed switches during memory search. Thirty participants performed category and letter VFT during functional MRI. Responses were classified as cluster or switch events based on computational metrics of similarity and participant evaluations. Results showed greater hippocampal and posterior cerebellar activation during switching than clustering, even while controlling for interresponse times and linguistic distance. Furthermore, these regions exhibited ramping activity which increased during within-patch search leading up to switches. Findings support the strategic foraging model, clarifying how neural switch processes may guide memory search in a manner akin to foraging in patchy spatial environments.

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