形式感知中的信息理论:从格萨尔特到算法复杂性
Daniel Algom1,2, Daniel Fitousi3
1School of Psychological Sciences, Tel-Aviv University, Tel Aviv-Yafo 6997801, Israel.
Entropy (Basel, Switzerland)
|April 26, 2025
概括
克劳德·香农的信息理论影响了心理学,为像图形善良这样的概念提供了客观的定义. 这项研究将主观吸引力与客观模式复杂性联系起来,发现更简单的模式被认为更具吸引力.
科学领域:
- 认知心理学 认知心理学
- 信息理论 信息理论
- 数学心理学 数学心理学
背景情况:
- 克劳德·香农 (Claude Shannon) 1948年关于信息理论的论文对心理学产生了深刻而复杂的影响.
- 早期的应用遇到了困难,但像加纳理论和群理论这样的创造性解决方案出现了.
- 这些进步允许客观定义主观的吉斯塔尔特概念.
研究的目的:
- 提供一个可读的信息理论在心理学中的应用的帐户.
- 在这个跨学科的道路上解释早期的挑战和创造性的解决方案.
- 为了证明主观形象善良与客观模式复杂性之间的关联.
主要方法:
- 关于将信息理论应用于心理知觉的历史发展的回顾.
- 解释加纳的集合理论和冗余性.
- 应用数学群理论来客观地定义 Gestalt 概念.
- 在精确的数学意义上定义模式复杂性.
主要成果:
- 对主观的吉斯塔尔特概念建立了客观的定义,例如形象上的善良,秩序,随机性和可预测性.
- 在对形象美好的主观印象和客观模式复杂性之间展示了一个新的关联.
- 结果表明,更有吸引力的模式被认为不那么复杂.
结论:
- 信息理论为客观地定义和测量心理感知素质提供了一个强大的框架.
- 主观的美学判断 (形象的美好) 在数学上与模式复杂性的客观测量有关.
- 简单的模式与更高的感知吸引力和更小的一组类似的模式有关.
相关概念视频
Gestalt Principles of Perception
234
Gestalt principles provide a framework for understanding how humans perceive objects as unified wholes within their context. These principles are essential in explaining the cognitive processes that make sense of complex visual stimuli by organizing them into coherent groups. One fundamental principle is proximity, which posits that objects located close to each other are perceived as a collective group. For instance, when dots are positioned near one another, the visual system interprets them...
234
Gestalt Psychology
456
Gestalt psychology, founded by Max Wertheimer, Kurt Koffka, and Wolfgang Kohler, emphasizes the importance of understanding perception as an organized whole. Developed as a counter to Wilhelm Wundt's structuralism, this approach posits that our perceptions are more than just the sum of sensory parts; they are comprehensive wholes where the relationships between parts define the perception. The principle "The whole is greater than the sum of its parts" encapsulates this view,...
456
Perception
406
Perception is a fundamental psychological process that enables individuals to organize, interpret, and consciously experience sensory information. This process is crucial for understanding and interacting with the world around us. It includes both bottom-up and top-down processing, each playing a distinct role in how we perceive our environment.
Bottom-up processing begins at the sensory level, where receptors detect external environmental stimuli. These could include the tactile sensation of...
Bottom-up processing begins at the sensory level, where receptors detect external environmental stimuli. These could include the tactile sensation of...
406
Parallel Processing
125
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
125
Information Processing Approach
14
The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
14
Perceptual Constancy
274
Perceptual constancy is the ability to recognize that objects remain consistent and unchanged even when their appearance varies due to changes in sensory input. There are four main types of perceptual constancy: size constancy, shape constancy, color constancy, and brightness constancy.
Size constancy is the recognition that an object remains the same size, even when its image on the retina changes. For instance, a bus is perceived to be large enough to carry people, even if it looks tiny from...
Size constancy is the recognition that an object remains the same size, even when its image on the retina changes. For instance, a bus is perceived to be large enough to carry people, even if it looks tiny from...
274


