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相关概念视频

Cognitive Learning01:21

Cognitive Learning

114
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...
114
Modeling in Therapy01:26

Modeling in Therapy

38
Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
38
Rational Emotive Behavior Therapy01:24

Rational Emotive Behavior Therapy

38
Cognitive-behavioral therapies (CBTs) are grounded in the belief that our thoughts profoundly influence our emotions and actions. Advocates of CBT emphasize three core assumptions: first, that cognitions are identifiable and measurable; second, that they are central to psychological functioning; and third, that irrational or maladaptive beliefs can be replaced with rational and adaptive ones. This transformative approach to therapy has paved the way for specific models such as Albert...
38
Cognitive Therapy01:25

Cognitive Therapy

39
Cognitive therapy, pioneered by Aaron T. Beck in the 1960s, is a structured approach to addressing psychological distress by focusing on the influence of thoughts on emotions and behaviors. All cognitive therapies involve the basic assumption that human beings have control over their feelings, and that how individuals feel about something depends on how they think about it. Unlike psychoanalytic methods that delve into unconscious processes or humanistic approaches emphasizing...
39
Observational Learning01:12

Observational Learning

111
Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning...
111
Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

263
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...
263

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相关实验视频

Updated: May 20, 2025

Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
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使用学习的计算模型来推进认知行为疗法.

Isabel M Berwian1, Peter Hitchock2, Sashank Pisupati3,4

  • 1Princeton Neuroscience Institute & Psychology Department, Princeton University, Princeton, NJ, USA. iberwian@princeton.edu.

Communications psychology
|April 27, 2025
PubMed
概括

心理治疗干预可以正式化为计算学习模型,以更好地了解它们如何工作. 这种方法将学习算法与认知行为疗法相结合,以改善干预研究.

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相关实验视频

Last Updated: May 20, 2025

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科学领域:

  • 心理学 心理学 心理学
  • 神经科学是一个神经科学.
  • 计算机科学 计算机科学

背景情况:

  • 心理治疗干预措施是有效的,但它们的改变机制仍然不太了解.
  • 早期的疗法,如曝光疗法,是基于学习原则的.
  • 最近计算学习模型的进步为我们提供了新的机会.

研究的目的:

  • 提出将心理治疗干预作为计算学习模型的正式化.
  • 为了弥合学习理论和心理治疗实践之间的差距.
  • 增强对心理治疗中变化机制的理解.

主要方法:

  • 审查认知行为疗法 (CBT) 的文献,包括暴露疗法和认知重组.
  • 介绍强化学习和表示学习的计算模型.
  • 将学习算法映射到CBT干预中的变化过程中.

主要成果:

  • 通过计算学习模型提出了一个理解心理治疗的框架.
  • 特定的学习算法被映射到暴露治疗和认知重组的基础机制.
  • 突出了计算心理治疗在推进干预研究方面的潜力.

结论:

  • 将心理治疗正式化为计算学习模型可以阐明变化机制.
  • 这种跨学科的方法可以告知和完善心理治疗干预.
  • 未来的研究可以利用计算模型来进行理论驱动的心理治疗开发.