Cognitive Modeling Concepts

title: Cognitive Modeling Concepts type: index status: stable created: 2024-02-06 tags:

concepts
documentation
cognitive_modeling semantic_relations:
type: implements links: knowledge_organization
type: relates links:
- ../guides/ai_documentation_style
- ../guides/content_management

Overview

This directory contains foundational concepts and theoretical documentation for the cognitive modeling system. While the knowledge_base/cognitive/cognitive_phenomena contains the comprehensive cognitive science theory, this directory focuses on the implementation and documentation aspects of these concepts.

Core Concepts

Theoretical Foundations

knowledge_base/cognitive/free_energy_principle - Core theoretical foundation
knowledge_base/cognitive/active_inference - Computational framework
knowledge_base/cognitive/predictive_processing - Information processing model
knowledge_base/cognitive/cognitive_phenomena - Comprehensive phenomena catalog

Implementation Concepts

model_architecture - System architecture overview
belief_updating - Belief update mechanisms
action_selection - Action selection processes

Documentation Framework

plain_text_benefits - Benefits of plain text documentation
machine_readability - Machine processing and automation
research_education - Research and educational applications

Knowledge Organization

Documentation Structure

knowledge_organization - Knowledge base organization
documentation_standards - Documentation guidelines
linking_patterns - Documentation linking patterns

Version Control

git_workflow - Git-based version control
collaboration_patterns - Team collaboration
change_management - Managing system changes

Machine Learning

model_training - Training procedures
transfer_learning - Knowledge transfer
model_evaluation - Evaluation methods

Contributing

See ../templates/concept_template for creating new concept documentation.

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