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Different strategies in solving series completion inductive reasoning problems: An fMRI and computational study

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机构: [a]Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China [b]Beijing Key Lab of Magnetic Resonance Imaging and Brain Informatics, Beijing, China [c]Key Laboratory for Neurodegenerative Diseases, Ministry of Education, China [d]Institute of Artificial Intelligence and Cognitive Engineering, University of Groningen, Groningen, The Netherlands [e]Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, Japan
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关键词: Number series Letter series Inductive reasoning Adaptive control of thought-rational (ACT-R)

摘要:
Neural correlate of human inductive reasoning process is still unclear. Number series and letter series completion are two typical inductive reasoning tasks, and with a common core component of rule induction. Previous studies have demonstrated that different strategies are adopted in number series and letter series completion tasks; even the underlying rules are identical. In the present study, we examined cortical activation as a function of two different reasoning strategies for solving series completion tasks. The retrieval strategy, used in number series completion tasks, involves direct retrieving of arithmetic knowledge to get the relations between items. The procedural strategy, used in letter series completion tasks, requires counting a certain number of times to detect the relations linking two items. The two strategies require essentially the equivalent cognitive processes, but have different working memory demands (the procedural strategy incurs greater demands). The procedural strategy produced significant greater activity in areas involved in memory retrieval (dorsolateral prefrontal cortex, DLPFC) and mental representation/maintenance (posterior parietal cortex, PPC). An ACT-R model of the tasks successfully predicted behavioral performance and BOLD responses. The present findings support a general-purpose dual-process theory of inductive reasoning regarding the cognitive architecture. (C) 2014 Elsevier B.V. All rights reserved.

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出版当年[2013]版:
大类 | 3 区 医学
小类 | 3 区 心理学 4 区 神经科学 4 区 生理学
最新[2023]版:
大类 | 3 区 心理学
小类 | 2 区 生理学 3 区 神经科学 3 区 心理学 3 区 心理学:生物 3 区 心理学:实验
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出版当年[2012]版:
Q2 PSYCHOLOGY, EXPERIMENTAL Q2 PSYCHOLOGY Q3 NEUROSCIENCES Q3 PHYSIOLOGY Q3 PSYCHOLOGY, BIOLOGICAL
最新[2023]版:
Q2 PHYSIOLOGY Q2 PSYCHOLOGY Q2 PSYCHOLOGY, BIOLOGICAL Q2 PSYCHOLOGY, EXPERIMENTAL Q3 NEUROSCIENCES

影响因子: 最新[2023版] 最新五年平均 出版当年[2012版] 出版当年五年平均 出版前一年[2011版] 出版后一年[2013版]

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第一作者机构: [a]Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China [b]Beijing Key Lab of Magnetic Resonance Imaging and Brain Informatics, Beijing, China [c]Key Laboratory for Neurodegenerative Diseases, Ministry of Education, China
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通讯机构: [*1]No. 45 Changchun Street, Xicheng District, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
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