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相关概念视频

Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

427
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...
427
Information Processing Approach01:30

Information Processing Approach

30
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...
30
Cognitivism01:17

Cognitivism

1.4K
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...
1.4K
Parallel Processing01:20

Parallel Processing

145
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...
145
Storage01:23

Storage

69
A schema is a mental framework that helps individuals organize and interpret information. Schemata, formed from previous experiences, influence how we process new information: how we encode it, the inferences we make, and how we retrieve it. For instance, a schema for what a typical classroom looks like might include desks, a teacher's desk, a whiteboard, and students in such an environment. This expectation helps us quickly understand and navigate new classrooms without needing to analyze...
69
Cognitive Learning01:21

Cognitive Learning

220
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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相关实验视频

Updated: Jun 5, 2025

Author Spotlight: Advancing Alzheimer's Research &#8211; Exploring Early Detection and Multi-Omics Approaches
09:47

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches

Published on: December 15, 2023

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基于深度学习算法的认知过程和信息处理模型.

DongCai Zhao1

  • 1Key Laboratory of Green Fabrication and Surface Technology of Advanced Metal Materials, Ministry of Education, Anhui University of Technology, Maanshan, 243002, China.

Neural networks : the official journal of the International Neural Network Society
|December 6, 2024
PubMed
概括

婴儿的认知发展经历四个阶段,从探索到理解本质. 这种模型应用于昆虫类动物,它展示了新兴的符号系统和无需明确编程的代理类行为.

科学领域:

  • 发展心理学是发展心理学.
  • 认知科学是一种认知科学.
  • 人工智能的人工智能是人工智能.

背景情况:

  • 婴儿的认知发展有四个不同的阶段:探索阶段 (ES),绘图阶段 (MS),现象因果关系阶段 (PCS) 和本质因果关系阶段 (ECS).
  • 映射阶段 (MS) 涉及对事件序列的训练,类似于深度学习.
  • 现象因果阶段 (PCS) 象征着映射训练的输入/输出,可以预测后续的符号和识别潜在的本质.

研究的目的:

  • 阐明婴儿的认知发展过程及其在人工系统中的相似之处.
  • 通过进化过程来证明一个代理如何通过进化过程来开发一个独立的符号系统.
  • 从基本的感官输入和认知模型中探索类似代理行为的出现.

主要方法:

  • 通过四个阶段概念化认知发展:ES,MS,PCS和ECS.
  • 使用认知过程和信息处理模型.
  • 模拟昆虫类动物的进化旅程,具有视觉和组成检测能力.

主要成果:

  • 通过模型进化,昆虫类动物开发了一个独立的符号系统,没有编程学习算法.
  • 达到了本质-因果关系阶段 (ECS),本质以函数形式表达,表示科学范围.
  • 一个独特的符号系统的发展被确定为一个代理人的出现.
关键词:
人工通用智能 人工通用智能认知能力 认知能力 认知能力机器学习 机器学习绘制地图阶段 绘制地图阶段现象-因果关系阶段

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结论:

  • 这项研究验证了四个阶段的认知发展模型,适用于生物和人工系统.
  • 独立的符号系统创建意味着一个代理人的诞生,独立于明确的编程.
  • 这一框架为认知,学习和代理的基本过程提供了洞察力.