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相关概念视频

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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Cognitivism01:17

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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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Parallel Processing01:20

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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...
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Robert Sternberg's triarchic theory of intelligence posits that intelligence is composed of three distinct but interrelated components: analytical, creative, and practical intelligence.
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Introduction to Cognitive Psychology01:20

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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.
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Richard Lazarus' cognitive mediational theory highlights the pivotal role of cognitive appraisal in shaping emotional responses. According to this theory, the evaluation of a stimulus — based on personal values, goals, beliefs, and expectations — mediates the emotional response. This appraisal process is immediate and often occurs unconsciously, influencing the intensity and nature of the resulting emotion.
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系统0/1/2/3:多时尺度集体认知系统的四过程理论

Tadahiro Taniguchi1, Yasushi Hirai2, Masahiro Suzuki3

  • 1Kyoto University, Ritsumeikan University. taniguchi@i.kyoto-u.ac.jp.

Artificial life
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概括
此摘要是机器生成的。

本研究提出了系统0/1/2/3四过程模型,将双过程理论扩展到包括预认知体内过程 (系统0) 和集体智能 (系统3). 这个框架统一了跨多个时间尺度的认知,从体现的反应到社会适应.

关键词:
伯格森的哲学是伯格森的哲学.认知系统是指认知系统.多代理系统是多代理系统.预测编码的预测编码.机器人技术 机器人工程 机器人工程

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科学领域:

  • 认知科学 认知科学
  • 人工智能的人工智能
  • 神经科学是一个神经科学.
  • 思想的哲学 思想的哲学

背景情况:

  • 双过程理论区分系统1 (直观) 和系统2 (深思熟虑) 的思维.
  • 现有的模型往往忽视了预认知体内过程和集体智能.
  • 伯格森的哲学和多尺度时间理论提供了对认知的时间动态的洞察.

研究的目的:

  • 介绍系统0/1/2/3框架作为一种四个过程的认知模型.
  • 扩大双流程理论,以纳入体现和集体智能.
  • 在不同的时间尺度和抽象水平上提供统一的认知视角.

主要方法:

  • 概念框架将双过程理论扩展到四过程模型.
  • 预认知体内过程 (系统0) 和集体智能 (系统3) 的整合.
  • 应用Bergson的多尺度时间理论来统一认知时间动态.

主要成果:

  • 系统0:体内适应的形态计算和被动动态.
  • 系统1和2:整合神经动力学和人工智能的建设性视角.
  • 系统3:集体预测编码,用于社会适应和符号的出现.

结论:

  • 系统0/1/2/3模型为认知提供了一个全面的框架.
  • 它将快速的体现反应与缓慢发展的集体智力统一起来.
  • 在认知科学,人工智能,机器人和集体智能领域开辟了新的研究途径.