• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

多感官航向估计中的因果推理

Causal Inference in Multisensory Heading Estimation.

作者信息

de Winkel Ksander N, Katliar Mikhail, Bülthoff Heinrich H

机构信息

Department of Human Perception, Cognition, and Action, Max Planck Institute for Biological Cybernetics, Tübingen, Baden-Württemburg, Germany.

出版信息

PLoS One. 2017 Jan 6;12(1):e0169676. doi: 10.1371/journal.pone.0169676. eCollection 2017.

DOI:10.1371/journal.pone.0169676
PMID:28060957
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5218471/
Abstract

A large body of research shows that the Central Nervous System (CNS) integrates multisensory information. However, this strategy should only apply to multisensory signals that have a common cause; independent signals should be segregated. Causal Inference (CI) models account for this notion. Surprisingly, previous findings suggested that visual and inertial cues on heading of self-motion are integrated regardless of discrepancy. We hypothesized that CI does occur, but that characteristics of the motion profiles affect multisensory processing. Participants estimated heading of visual-inertial motion stimuli with several different motion profiles and a range of intersensory discrepancies. The results support the hypothesis that judgments of signal causality are included in the heading estimation process. Moreover, the data suggest a decreasing tolerance for discrepancies and an increasing reliance on visual cues for longer duration motions.

摘要

大量研究表明,中枢神经系统(CNS)会整合多感官信息。然而,这种策略应该只适用于具有共同原因的多感官信号;独立信号应该被区分开来。因果推理(CI)模型解释了这一概念。令人惊讶的是,先前的研究结果表明,关于自我运动方向的视觉和惯性线索会被整合,而不管它们之间的差异如何。我们假设因果推理确实会发生,但运动轮廓的特征会影响多感官处理。参与者估计了具有几种不同运动轮廓和一系列感官间差异的视觉-惯性运动刺激的方向。结果支持了这样一种假设,即信号因果关系的判断包含在方向估计过程中。此外,数据表明,对于持续时间较长的运动,对差异的容忍度在降低,对视觉线索的依赖在增加。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/ed6a6af270ce/pone.0169676.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/fdf2865462f3/pone.0169676.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/246c2ef022e2/pone.0169676.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/d10444786944/pone.0169676.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/cc64a41c572e/pone.0169676.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/ed6a6af270ce/pone.0169676.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/fdf2865462f3/pone.0169676.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/246c2ef022e2/pone.0169676.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/d10444786944/pone.0169676.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/cc64a41c572e/pone.0169676.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5435/5218471/ed6a6af270ce/pone.0169676.g005.jpg

相似文献

1
Causal Inference in Multisensory Heading Estimation.多感官航向估计中的因果推理
PLoS One. 2017 Jan 6;12(1):e0169676. doi: 10.1371/journal.pone.0169676. eCollection 2017.
2
Forced fusion in multisensory heading estimation.多感官航向估计中的强制融合
PLoS One. 2015 May 4;10(5):e0127104. doi: 10.1371/journal.pone.0127104. eCollection 2015.
3
Integration of visual and inertial cues in perceived heading of self-motion.视觉和惯性线索在自我运动感知方向中的整合。
J Vis. 2010 Oct 1;10(12):1. doi: 10.1167/10.12.1.
4
Bayesian comparison of explicit and implicit causal inference strategies in multisensory heading perception.贝叶斯比较多感觉头部感知中显式和隐式因果推理策略。
PLoS Comput Biol. 2018 Jul 27;14(7):e1006110. doi: 10.1371/journal.pcbi.1006110. eCollection 2018 Jul.
5
Causal inference accounts for heading perception in the presence of object motion.因果推断解释了在物体运动存在的情况下的头部感知。
Proc Natl Acad Sci U S A. 2019 Apr 30;116(18):9060-9065. doi: 10.1073/pnas.1820373116. Epub 2019 Apr 17.
6
Common causation and offset effects in human visual-inertial heading direction integration.人类视觉-惯性航向方向整合中的共同因果和抵消效应。
J Neurophysiol. 2020 Apr 1;123(4):1369-1379. doi: 10.1152/jn.00019.2020. Epub 2020 Mar 4.
7
The influence of yaw motion on the perception of active vs passive visual curvilinear displacement.偏航运动对主动与被动视觉曲线位移感知的影响。
J Vestib Res. 2015;25(3-4):125-41. doi: 10.3233/VES-150558.
8
Effect of range of heading differences on human visual-inertial heading estimation.航向差异范围对人类视觉惯性航向估计的影响。
Exp Brain Res. 2019 May;237(5):1227-1237. doi: 10.1007/s00221-019-05506-1. Epub 2019 Mar 7.
9
Humans can perceive heading without visual path information.人类在没有视觉路径信息的情况下也能感知方向。
J Vis. 2006 Aug 4;6(9):874-81. doi: 10.1167/6.9.2.
10
Selective integration of auditory-visual looming cues by humans.人类对视听逼近线索的选择性整合。
Neuropsychologia. 2009 Mar;47(4):1045-52. doi: 10.1016/j.neuropsychologia.2008.11.003. Epub 2008 Nov 12.

引用本文的文献

1
Effect of inverted visual acceleration profile on vestibular heading perception.反向视觉加速度剖面在前庭航向感知中的作用。
PLoS One. 2025 May 28;20(5):e0323348. doi: 10.1371/journal.pone.0323348. eCollection 2025.
2
Multisensory Calibration: A Variety of Slow and Fast Brain Processes Throughout the Lifespan.多感觉校准:贯穿整个生命周期的各种慢的和快的大脑过程。
Adv Exp Med Biol. 2024;1437:139-152. doi: 10.1007/978-981-99-7611-9_9.
3
Neck stabilization through sensory integration of vestibular and visual motion cues.通过前庭和视觉运动线索的感觉整合实现颈部稳定。

本文引用的文献

1
The effect of supine body position on human heading perception.仰卧体位对人体航向感知的影响。
J Vis. 2016;16(3):19. doi: 10.1167/16.3.19.
2
Perceived radial translation during centrifugation.离心过程中感知到的径向平移。
J Vestib Res. 2015;25(3-4):119-24. doi: 10.3233/VES-150555.
3
Forced fusion in multisensory heading estimation.多感官航向估计中的强制融合
Front Neurol. 2023 Nov 23;14:1266345. doi: 10.3389/fneur.2023.1266345. eCollection 2023.
4
Self-motion perception and sequential decision-making: where are we heading?自我运动感知与序列决策:我们的前进方向在哪里?
Philos Trans R Soc Lond B Biol Sci. 2023 Sep 25;378(1886):20220333. doi: 10.1098/rstb.2022.0333. Epub 2023 Aug 7.
5
A meta-analysis of simulator sickness as a function of simulator fidelity.模拟器病作为模拟器逼真度函数的元分析。
Exp Brain Res. 2022 Dec;240(12):3089-3105. doi: 10.1007/s00221-022-06485-6. Epub 2022 Oct 19.
6
Visuo-tactile heading perception.视触空间头位感知。
J Neurophysiol. 2022 Nov 1;128(5):1355-1364. doi: 10.1152/jn.00231.2022. Epub 2022 Oct 19.
7
Repeated exposure to either consistently spatiotemporally congruent or consistently incongruent audiovisual stimuli modulates the audiovisual common-cause prior.反复暴露于时空一致或不一致的视听刺激会调节视听共同原因先验。
Sci Rep. 2022 Sep 15;12(1):15532. doi: 10.1038/s41598-022-19041-7.
8
Assessing the contribution of active somatosensory stimulation to self-acceleration perception in dynamic driving simulators.评估主动体感刺激对动态驾驶模拟器中自我加速感知的贡献。
PLoS One. 2021 Nov 18;16(11):e0259015. doi: 10.1371/journal.pone.0259015. eCollection 2021.
9
Causal inference regulates audiovisual spatial recalibration via its influence on audiovisual perception.因果推理通过其对视听感知的影响来调节视听空间再校准。
PLoS Comput Biol. 2021 Nov 15;17(11):e1008877. doi: 10.1371/journal.pcbi.1008877. eCollection 2021 Nov.
10
How multisensory neurons solve causal inference.多感觉神经元如何解决因果推断问题。
Proc Natl Acad Sci U S A. 2021 Aug 10;118(32). doi: 10.1073/pnas.2106235118.
PLoS One. 2015 May 4;10(5):e0127104. doi: 10.1371/journal.pone.0127104. eCollection 2015.
4
Cortical hierarchies perform Bayesian causal inference in multisensory perception.皮质层级在多感官感知中执行贝叶斯因果推理。
PLoS Biol. 2015 Feb 24;13(2):e1002073. doi: 10.1371/journal.pbio.1002073. eCollection 2015 Feb.
5
A neural implementation of Wald's sequential probability ratio test.沃尔德序贯概率比检验的神经实现。
Neuron. 2015 Feb 18;85(4):861-73. doi: 10.1016/j.neuron.2015.01.007. Epub 2015 Feb 5.
6
Optic flow induces nonvisual self-motion aftereffects.光流会引发非视觉性自我运动后效。
Curr Biol. 2014 Dec 1;24(23):2817-21. doi: 10.1016/j.cub.2014.10.015. Epub 2014 Nov 20.
7
Optimal visual-vestibular integration under conditions of conflicting intersensory motion profiles.在相互冲突的跨感觉运动特征条件下的最佳视觉-前庭整合。
Exp Brain Res. 2015 Feb;233(2):587-97. doi: 10.1007/s00221-014-4136-1. Epub 2014 Nov 2.
8
Optimal multisensory decision-making in a reaction-time task.反应时任务中的最优多感官决策
Elife. 2014 Jun 14;3:e03005. doi: 10.7554/eLife.03005.
9
Systematic biases in human heading estimation.人类头部朝向估计中的系统偏差。
PLoS One. 2013;8(2):e56862. doi: 10.1371/journal.pone.0056862. Epub 2013 Feb 15.
10
Direction specific biases in human visual and vestibular heading perception.人类视觉和前庭朝向感知中的方向特异性偏差。
PLoS One. 2012;7(12):e51383. doi: 10.1371/journal.pone.0051383. Epub 2012 Dec 7.