基于模型的学习如何影响风险承担的神经基板:右小脑和左尾状大脑之间的功能合
Hangfeng Huo1, Elise Lesage2, Wenshan Dong3
1Department of Psychology, Faculty of Education, Guangxi Normal University, Guilin, China; School of Psychology, South China Normal University, 510631 Guangzhou, China; Center for Studies of Psychological Application, South China Normal University, 510631 Guangzhou, China; Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, 510631 Guangzhou, China.
更高的执行控制,特别是基于模型的学习,有助于个人承担适当的风险. 小脑和尾状组织中的神经通路调解了这种联系,改善了风险评估和行为.
科学领域:
- 神经科学是一个神经科学.
- 认知心理学 认知心理学
- 决策科学 决策科学 决策科学
背景情况:
- 执行职能,就像基于模型的学习一样,对于适当的风险评估至关重要.
- 连接执行控制,基于模型的学习和冒险行为的神经支柱在很大程度上仍未被探索.
研究的目的:
- 调查基于模型的学习,一个关键的执行功能和冒险行为之间的关系.
- 确定与这种关系相关的神经机制,包括灰质体积和功能连接.
主要方法:
- 使用基于voxel的形态测量 (VBM) 和静止状态功能连接 (rs-FC).
- 基于模型的学习被评估使用两步任务,并使用气球模拟风险任务来评估风险.
- 调解分析被用来检查功能连接的作用.
主要成果:
- 冒险行为与基于模型的权重参数 (ω) 有正相关.
- 右小脑 (RCere) 和左下叶 (LIPL) 的灰质体积与基于模型的学习积极相关.
- 在RCere和左尾骨 (LCAU) 之间的功能连接与基于模型的学习和风险承担相关,调解了效果.
结论:
- 喜欢基于模型的学习的人表现出更合适的冒险行为.
- 尾状,小脑和状网络在调解执行控制,学习和风险行为之间的联系方面发挥着至关重要的作用.
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