流动的神经科学基础:学习进度引导任务参与和认知控制

Hairong Lu, Dimitri van der Linden, Arnold B. Bakker
{"title":"流动的神经科学基础:学习进度引导任务参与和认知控制","authors":"Hairong Lu, Dimitri van der Linden, Arnold B. Bakker","doi":"arxiv-2409.06592","DOIUrl":null,"url":null,"abstract":"People often strive for deep engagement in activities which is usually\nassociated with feelings of flow: a state of full task absorption accompanied\nby a sense of control and fulfillment. The intrinsic factors driving such\nengagement and facilitating subjective feelings of flow remain unclear.\nBuilding on computational theories of intrinsic motivation, this study examines\nhow learning progress predicts engagement and directs cognitive control.\nResults showed that task engagement, indicated by feelings of flow and\ndistractibility, is a function of learning progress. Electroencephalography\ndata further revealed that learning progress is associated with enhanced\nproactive preparation (e.g., reduced pre-stimulus contingent negativity\nvariance and parietal alpha desynchronization) and improved feedback processing\n(e.g., increased P3b amplitude and parietal alpha desynchronization). The\nimpact of learning progress on cognitive control is observed at the task-block\nand goal-episode levels, but not at the trial level. This suggests that\nlearning progress shapes cognitive control over extended periods as progress\naccumulates. These findings highlight the critical role of learning progress in\nsustaining engagement and cognitive control in goal-directed behavior.","PeriodicalId":501517,"journal":{"name":"arXiv - QuanBio - Neurons and Cognition","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Neuroscientific Basis of Flow: Learning Progress Guides Task Engagement and Cognitive Control\",\"authors\":\"Hairong Lu, Dimitri van der Linden, Arnold B. Bakker\",\"doi\":\"arxiv-2409.06592\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"People often strive for deep engagement in activities which is usually\\nassociated with feelings of flow: a state of full task absorption accompanied\\nby a sense of control and fulfillment. The intrinsic factors driving such\\nengagement and facilitating subjective feelings of flow remain unclear.\\nBuilding on computational theories of intrinsic motivation, this study examines\\nhow learning progress predicts engagement and directs cognitive control.\\nResults showed that task engagement, indicated by feelings of flow and\\ndistractibility, is a function of learning progress. Electroencephalography\\ndata further revealed that learning progress is associated with enhanced\\nproactive preparation (e.g., reduced pre-stimulus contingent negativity\\nvariance and parietal alpha desynchronization) and improved feedback processing\\n(e.g., increased P3b amplitude and parietal alpha desynchronization). The\\nimpact of learning progress on cognitive control is observed at the task-block\\nand goal-episode levels, but not at the trial level. This suggests that\\nlearning progress shapes cognitive control over extended periods as progress\\naccumulates. These findings highlight the critical role of learning progress in\\nsustaining engagement and cognitive control in goal-directed behavior.\",\"PeriodicalId\":501517,\"journal\":{\"name\":\"arXiv - QuanBio - Neurons and Cognition\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - QuanBio - Neurons and Cognition\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.06592\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - QuanBio - Neurons and Cognition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.06592","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

人们常常努力深度参与活动,这通常与 "流动感 "有关:一种完全投入任务的状态,伴随着一种控制感和成就感。本研究以内在动机的计算理论为基础,探讨了学习进度如何预测参与度并引导认知控制。结果表明,任务参与度(由流动感和分心感显示)是学习进度的函数。脑电图数据进一步显示,学习进步与主动准备的增强(如刺激前或然负性方差和顶叶α非同步化的降低)和反馈处理的改善(如P3b振幅和顶叶α非同步化的增加)有关。学习进展对认知控制的影响是在任务块和目标情节水平上观察到的,而不是在试验水平上观察到的。这表明,随着学习进度的累积,学习进度会长期影响认知控制。这些发现强调了学习进度在目标定向行为中维持参与和认知控制的关键作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
The Neuroscientific Basis of Flow: Learning Progress Guides Task Engagement and Cognitive Control
People often strive for deep engagement in activities which is usually associated with feelings of flow: a state of full task absorption accompanied by a sense of control and fulfillment. The intrinsic factors driving such engagement and facilitating subjective feelings of flow remain unclear. Building on computational theories of intrinsic motivation, this study examines how learning progress predicts engagement and directs cognitive control. Results showed that task engagement, indicated by feelings of flow and distractibility, is a function of learning progress. Electroencephalography data further revealed that learning progress is associated with enhanced proactive preparation (e.g., reduced pre-stimulus contingent negativity variance and parietal alpha desynchronization) and improved feedback processing (e.g., increased P3b amplitude and parietal alpha desynchronization). The impact of learning progress on cognitive control is observed at the task-block and goal-episode levels, but not at the trial level. This suggests that learning progress shapes cognitive control over extended periods as progress accumulates. These findings highlight the critical role of learning progress in sustaining engagement and cognitive control in goal-directed behavior.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Early reduced dopaminergic tone mediated by D3 receptor and dopamine transporter in absence epileptogenesis Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification Identifying Influential nodes in Brain Networks via Self-Supervised Graph-Transformer Contrastive Learning in Memristor-based Neuromorphic Systems Self-Attention Limits Working Memory Capacity of Transformer-Based Models
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1