Anticipating Future by Analogy-Making

Abstract

This research extended the DUAL cognitive architecture with a new model of categorization for both relation-based and feature-based concepts. New tools for human-machine interaction were integrated into DUAL. In addition, a purely connectionist model for relational thinking was constructed. Finally, psychological experiments for testing the cognitive validity of the models were conducted. These developments were captured in 13 peer reviewed journal articles published about this research.

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Document Details

Document Type
Technical Report
Publication Date
Apr 30, 2020
Accession Number
AD1105514

Entities

People

  • Georgi Petkov

Organizations

  • New Bulgarian University

Tags

Communities of Interest

  • C4I
  • Space

DTIC Thesaurus Topics

  • Air Force Research Laboratories
  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Artificial Intelligence Software
  • Cognition
  • Cognitive Science
  • Computational Science
  • Computer Languages
  • Human-Machine Interaction
  • Information Systems
  • Neural Networks
  • Object Recognition
  • Ontologies
  • Psychology
  • Reasoning
  • Recognition
  • Thinking

Fields of Study

  • Psychology

Readers

  • Neural Network Machine Learning.
  • Systems Analysis and Design
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.