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Related Concept Videos

Metacognition01:26

Metacognition

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Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
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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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Introspection01:29

Introspection

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Introspection, long upheld as a reliable route to self-knowledge, involves examining one's thoughts, emotions, and mental processes. It underpins many psychological practices, from mindfulness meditation to psychotherapy and self-help strategies. However, empirical evidence challenges the accuracy of introspection as a means of understanding oneself.Limitations of Introspective InsightSeminal work by Nisbett and Wilson demonstrated that individuals are frequently unaware of the true causes...
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Self-Evaluation Maintenance Model01:29

Self-Evaluation Maintenance Model

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The Self-Evaluation Maintenance (SEM) model offers a psychological framework to understand how individuals’ self-esteem is influenced by the achievements of others, particularly those with whom they share close personal bonds. The SEM model operates when personal rather than social identity guides individuals. Central to this model is the notion that individuals have an inherent desire to preserve a favorable self-image, which is continuously shaped by interpersonal comparisons and...
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Observational Learning01:12

Observational Learning

386
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...
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Revisionist Views of Adolescent and Adult Cognition01:24

Revisionist Views of Adolescent and Adult Cognition

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A revisionist approach to Jean Piaget's theory of cognitive development has brought new insights that challenge and reinterpret his established ideas. Piaget proposed that the formal operational stage, emerging in adolescence, represents the culmination of cognitive maturity. During this stage, individuals are said to develop abstract thinking, engage in systematic problem-solving, and show a form of egocentrism, believing others are as preoccupied with their behavior as they are...
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Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
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From internal models toward metacognitive AI.

Mitsuo Kawato1, Aurelio Cortese2

  • 1ATR Brain Information Communication Research Group, Computational Neuroscience Laboratory, Hikaridai, Kyoto, 619-0288, Japan. kawato@atr.jp.

Biological Cybernetics
|October 22, 2021
PubMed
Summary
This summary is machine-generated.

This study proposes a computational neuroscience model for metacognition, integrating internal models and a cognitive reality monitoring network (CRMN) to explain learning efficiency and consciousness. The model could advance AI and consciousness research.

Area of Science:

  • Computational Neuroscience
  • Cognitive Science
  • Artificial Intelligence

Background:

Keywords:
Artificial intelligenceCerebellumConsciousnessForward and inverse modelsHierarchical reinforcement learningInternal modelsMetacognitionPrefrontal cortex

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  • Early computational models of cerebellar internal models influenced neuroscience from basic control to higher cognition.
  • A key enigma is understanding neural mechanisms for rapid learning in high-dimensional problems.
  • Consciousness and metacognition are hypothesized to be crucial for solving this learning enigma.