我的"红色"是你的"红色"? :使用无监督对齐来评估颜色相似性判断之间的结构对应性
Genji Kawakita1,2, Ariel Zeleznikow-Johnston3,4, Ken Takeda1
1Graduate School of Arts and Science, The University of Tokyo, Tokyo, Japan.
iScience
|March 24, 2025
概括
这项研究量化地表明,色彩神经典型的个体具有类似的主观色彩体验 ("qualia结构"). 然而,色盲个体的经验并不一致,这表明他们对"红"的感知有所不同.
科学领域:
- 认知科学 认知科学
- 神经科学是一个神经科学.
- 心理学 心理学 心理学
背景情况:
- 感官知觉的主观体验,或Qualia,是意识研究的基础.
- 通过比较个人之间的质量结构,可以帮助理解主体间的等价性.
- 以前的方法通常假定直接对应,限制了比较.
研究的目的:
- 开发和应用一种无监督的方法来调整主观感官体验结构.
- 量化研究颜色质量的个体间结构等价性.
- 为了比较色彩神经典型和色彩盲个体之间的质量结构.
主要方法:
- 从参与者那里收集了93种颜色的主观相似性判断.
- 采用基于最佳运输的无监督对齐方法.
- 在不假定预先定义的感官对应 (例如"红色到红色") 的情况下映射了相似性结构.
主要成果:
- 在小组层面上成功调整了色彩神经典型参与者的质量结构.
- 证明色盲参与者的质量结构无法与色神经典型参与者保持一致.
- 提供了定量证据,证明了群体之间的颜色感知结构差异.
结论:
- 颜色神经典型的个体表现出相对相当的"红色"素质.
- 色盲个体的"红色"质量结构不同于色神经典型个体的"红色"质量.
- 最优的运输方法为探索跨感官模式的主观体验结构提供了可概括的方法.
关键词:
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