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相关概念视频

Perception01:28

Perception

479
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...
479
Decision Making01:20

Decision Making

119
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
119
Parallel Processing01:20

Parallel Processing

159
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...
159
Reason and Intuition01:37

Reason and Intuition

6.5K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.5K
Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

505
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
505
Subliminal Perception01:15

Subliminal Perception

273
Subliminal perception refers to the processing of sensory information that occurs below the level of conscious awareness. Researchers study subliminal perception by presenting a stimulus, such as a word or image, very quickly, typically around 50 milliseconds. This rapid presentation is often followed by another stimulus, such as a pattern of dots or lines, which blocks further mental processing of the initial stimulus. As a result, if participants cannot identify the initial stimulus better...
273

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Dietary pattern modifies associations between dietary factors and pace of epigenetic aging.

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相关实验视频

Updated: Jul 12, 2025

The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients
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The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients

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预测性处理模型的感知和决策的介绍.

Mark Sprevak1, Ryan Smith2

  • 1School of Philosophy, Psychology and Language Sciences, University of Edinburgh.

Topics in cognitive science
|October 29, 2023
PubMed
概括

这篇评论介绍了预测编码和主动推理,这两个关键理论解释了大脑如何使用预测模型来感知,认知和行动. 这两种理论都旨在尽量减少贝叶斯推理的变量自由能量.

科学领域:

  • 神经科学是一个神经科学.
  • 认知科学 认知科学
  • 计算神经科学是一种神经科学.

背景情况:

  • 预测处理框架为大脑功能提供了一个统一的视图.
  • 在这个框架内,预测编码和主动推理是两个主要理论.
  • 了解这些理论对于推进我们对感知,认知和行动的知识至关重要.

研究的目的:

  • 为预测编码和主动推理提供最新的介绍.
  • 审查预测编码的演变和核心原则.
  • 探索积极推理的最新发展和应用.

主要方法:

  • 关于预测编码和主动推理的现有文献的审查.
  • 在计算,算法和实施层面分析理论主张.
  • 探索与贝叶斯推理和变量自由能量之间的数学联系.

主要成果:

  • 预测编码从视觉中的高效编码演变为感知,认知和运动控制的一般模型.
  • 积极推断通过专注于使用预期的自由能量进行规划和决策,扩展了预测编码.
  • 这两种理论都利用变量自由能量最小化来实现生物学上可信的贝叶斯推理.

结论:

关键词:
积极的推理推理是积极的推理.贝叶斯的推理 贝叶斯的推理尽量减少自由能源的使用.生成型模型是一种生成型模型.部分可观测的马尔科夫决策过程 (POMDPs)预测编码是指预测性的编码.预测性处理是一种预测性处理.

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  • 预测编码和主动推理为理解大脑功能提供了强大的,互补的框架.
  • 积极推断为建模计划和决策提供了新的方法.
  • 未来的研究应该进一步发展和整合这些理论模型.