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Cognitive Science : The Science of Intelligent Systems - George F. Luger

Cognitive Science

The Science of Intelligent Systems

Hardcover Published: 1st January 1994
ISBN: 9780124595705
Number Of Pages: 666

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The interdisciplinary field of cognitive science brings together elements of cognitive psychology, mathematics, perception, linguistics, and artificial intelligence. Given this breadth, textbooks have had difficulty providing balanced coverage-most resort to disjointed edited treatises that prove difficult to use.
Cognitive Science provides a unified and comprehensive look at the field, from foundations to applications. Luger explores the logical and philosophical bases of cognitive science with multiple models of intelligence, including neural networks and connectionism. Practical programming examples are included along with an introduction to PROLOG.

Introduction to Cognitive Science: Intelligence and the Roots of Cognitive Science
Vocabularies for Describing Intelligence
Representation Schemes
Constraining the Architecture of Minds
Natural Intelligence: Brain Function
Symbol Based Representation and Search: Network and Structured Representation Schemes
Logic Based Representation and Reasoning
Search Strategies for Weak Method Problem Solving
Using Knowledge and Strong Method Problem Solving
Machine Learning: Explicit Symbol Based Learning Models
Connectionist Networks: History, The Perception, and Backpropagation
Competitive, Reinforcement, and Attractor Learning Models
Language: Language Representation and Processing
Pragmatics and Discourse
Building Cognitive Representations in PROLOG: PROLOG as Representation and Language
Creating Meta-Interpreters in PROLOG. Epilogue: Cognitive Science: Problems and Promise
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780124595705
ISBN-10: 0124595707
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 666
Published: 1st January 1994
Publisher: ACADEMIC PR INC
Country of Publication: US
Dimensions (cm): 23.72 x 16.2  x 3.51
Weight (kg): 1.07