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相关概念视频

Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

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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...
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Cognitivism01:17

Cognitivism

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Cognitive psychology emerged as a significant field in the mid-20th century. It focused on understanding humans' internal mental processes. This approach emphasizes how people perceive, remember, think, and solve problems—elements critical to human cognition.
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
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Cognitive Learning01:21

Cognitive Learning

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Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
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Information Processing Approach01:30

Information Processing Approach

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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...
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Reason and Intuition01:37

Reason and Intuition

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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...
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Concepts and Prototypes01:24

Concepts and Prototypes

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The human nervous system handles vast amounts of information by translating sensory stimuli into neural impulses, which the brain processes, creating thoughts expressed through language or stored as memories. The brain also synthesizes information from emotions and memories, which significantly influence thoughts and behaviors. This intricate process creates a comprehensive mental picture.
The brain organizes this information using concepts, which are mental categories grouping linguistic data,...
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Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
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接地计算认知模型的基础.

Casimir J H Ludwig1, Erik Stuchlý2, Gaurav Malhotra3

  • 1School of Psychological Science, University of Bristol.

Psychological review
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PubMed
概括
此摘要是机器生成的。

计算模型通过将机制映射到行为中来解释认知. 然而,他们经常忽视的是,行为是由通过认知状态空间的动态轨迹引起的,而不是固定位置.

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相关实验视频

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科学领域:

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

背景情况:

  • 计算模型在认知科学和神经科学中越来越多地用于解释心理功能并预测认知,大脑活动和行为.
  • 这些模型将实验效应和个体差异等现象与潜在的认知机制联系起来,定义了一个"认知状态空间".

研究的目的:

  • 检查认知科学和神经科学中基于模型的推断的理由和实践.
  • 认为当前基于模型的解释缺少一个关键的组成部分:理解 *为什么* 和 *如何* 代理人在认知状态空间内移动.

主要方法:

  • 审查实验设计和基于模型的数据分析的现有研究实践.
  • 使用模拟来证明从忽视认知状态空间穿越的动态方面产生的推断陷.
  • 在认知状态空间内分析运动的约束,代理目标和指导机制.

主要成果:

  • 基于模型的解释往往无法解释行为的动态性质,这是通过认知状态空间的轨迹而不是静态位置的结果.
  • 忽视代理人的视角和运动动态会导致理解认知变化的推断陷.

结论:

  • 承认一个代理人在认知状态空间中的位置不是固定的,而是一个轨迹,对于更完整的认知和行为解释至关重要.
  • 专注于代理人的观点,包括运动约束,目标和指导机制,提高了对随时间,环境和个人/人群之间的变化的理解.