工作记忆的机制与建模方法
收稿日期: 2024-05-01
修回日期: 2024-05-17
录用日期: 2024-05-20
网络出版日期: 2024-10-20
基金资助
科技部科技创新2030-2021ZD0201300 项目
Working Memory: Mechanisms and Modeling Approaches
Received date: 2024-05-01
Revised date: 2024-05-17
Accepted date: 2024-05-20
Online published: 2024-10-20
杨 帆, 钱睿昕, 王 涛 . 工作记忆的机制与建模方法[J]. 物理学进展, 2024 , 44(5) : 243 -258 . DOI: 10.13725/j.cnki.pip.2024.05.002
Working memory, a cornerstone of human cognition, allows us to temporarily hold and manipulate information. The delayed response experiment is a fundamental tool for understanding working memory. By inserting a delay between the presentation of stimuli and the behavioral decision, researchers can probe the neural mechanisms underlying information maintenance and manipulation during this delay period. This review delves into the delayed response paradigm and introduces attractor dynamics as a potential mechanism for working memory function. We then systematically explore two common methods for analyzing working memory networks: trajectory tracking, and energy landscape and flux theory. Finally, we summarize the key features of these two dynamical approaches and provide an outlook for future directions of working memory research.
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