Keywords:
Artificial intelligence.
;
Cognitive science.
;
Cognitive psychology.
;
Electronic books.
Description / Table of Contents:
Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence brings together important studies that fall in the intersection between artificial intelligence and cognitive psychology. This book is composed of six chapters, and begins with the complex anatomy and physiology of the human brain. The next chapters deal with the components of cognitive science, such as the semantic memory, similarity and analogy, and learning. These chapters also consider the application of mental models, which represent the domain-specific knowledge needed to understand a dynamic system or natural physical phenomena. The remaining chapters discuss the concept of reasoning, problem solving, planning, vision, and imagery. This book is of value to psychologists, psychiatrists, neurologists, and researchers who are interested in cognition.
Type of Medium:
Online Resource
Pages:
1 online resource (673 pages)
Edition:
1st ed.
ISBN:
9781483214467
URL:
https://ebookcentral.proquest.com/lib/geomar/detail.action?docID=1875006
DDC:
006.3
Language:
English
Note:
Front Cover -- Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence -- Copyright Page -- Table of Contents -- Acknowledgments -- A Perspective on Cognitive Science -- 1. Formalisms in Cognitive Science -- 2. Artificial Intelligence as Theoretical Psychology -- 3. Computation as a Language for Psychological Theories -- 4. The Goal of this Book -- 5. References -- Chapter 1. Foundations -- Mind and Machines -- Cognitive Architecture -- Chapter 2. Representation -- Semantic Memory and Spreading Activation -- Frames, Scripts, and Schemas -- Mental Models -- Chapter 3. Categorization -- Similarity and Analogy -- Prototypes -- Chapter 4. Learning -- Human Learning -- Machine Learning -- Chapter 5. Thinking -- Reasoning -- Problem Solving -- Planning -- Chapter 6. Perception -- Vision -- Imagery -- Index.
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