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短期和长期经验之间的冲突通过调节感官或运动反应系统影响视觉感知:贝叶斯推理模型的证据
Qi Sun1, Jing-Yi Wang2, Xiu-Mei Gong2
1Department of Psychology, Zhejiang Normal University, Jinhua, PR China; Intelligent Laboratory of Zhejiang Province in Mental Health and Crisis Intervention for Children and Adolescents, Jinhua, PR China; Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, PR China.
Cognition
|March 13, 2024
概括
长期和短期的经验同时影响视觉感知. 这些经验之间的冲突增加导致偏见的标题估计,影响了感官和运动系统.
科学领域:
- 认知心理学 认知心理学
- 神经科学是一个神经科学.
- 计算视觉 计算机视觉 计算机视觉
背景情况:
- 几十年的研究探索了独立影响视觉感知的短期和长期经验.
- 之前的研究还没有研究这些体验对视觉感知的同时影响.
研究的目的:
- 调查长期和短期经验如何同时影响视觉感知.
- 探索受经验冲突影响的贝叶斯底层机制.
主要方法:
- 参与者从模拟光流中估计了自动运动方向 (标题) 在不同的短期经验分布下.
- 三种分布 (峰值,山坡,平面) 在长期学习 (直向运动) 和短期经验之间产生了越来越多的冲突.
- 开发了两个贝叶斯模型,以区分对感官和运动反应系统的影响.
主要成果:
- 头部估计偏向于直前方向和先前刺激,随着经验冲突的增加而增加.
- 这两种贝叶斯模型都准确地预测了估计偏差.
- 模型1预测了更高的串行依赖差异,而模型2预测了更高的直向偏差差异,表明对感觉和运动系统的影响.
结论:
- 同时的长期和短期经历显著影响视觉感知.
- 经验冲突通过影响感官表现和运动反应系统来调节视觉感知.
- 贝叶斯模型提供了对这些感知效应背后的神经机制的洞察.
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