低级和高级感知空间的几何学
Suniyya Amna Waraich1, Jonathan D Victor2
1Weill Cornell Graduate School of Medical Sciences, New York 10065, New York.
概括
认知表征在语义领域转向树状结构,与特征主导领域不同. 这种感知组织根据语义信息的水平而适应,影响我们如何感知不同的刺激.
科学领域:
- 认知科学 认知科学
- 心理物理学的精神物理.
- 计算神经科学是一种神经科学.
背景情况:
- 感知空间是由信息的性质所塑造的,无论是连续的低层特征还是分类的语义信息.
- 了解认知表现如何适应不同类型的信息对于解释感知至关重要.
研究的目的:
- 调查语义与低级特征主导对感知空间几何学的影响.
- 描述认知表征是如何在不同级别的语义信息的领域组织的.
主要方法:
- 收集了来自13名参与者在五个领域的相似性判断:单词,彩色纹理,动物图像,轻度和重度纹理的动物图像.
- 采用高效的心理物理排名范式来收集感知数据.
- 为每个参与者构建几何模型,考虑相似性判断和内在的不确定性.
主要成果:
- 所有五个领域都表现出类似的全球几何性质,需要5-7维的球形曲率.
- 刺激的内部排列因语义内容而有很大变化.
- 富含语义信息的域 (词语,图像) 与特征主导的域 (纹理) 相比,显示出更多"树状"的组织结构.
结论:
- 感知空间适应其内部组织,随着语义信息的占主导地位,变得更加层次化或"树状".
- 感知空间的全球几何性质仍然保持一致,尽管由语义内容驱动的组织结构的变化.
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