Research Catalog

Cognitive science : the science of intelligent systems

Title: Cognitive science : the science of intelligent systems / George F. Luger with Peder Johnson [and others].
Author: Luger, George F.
Publication: San Diego : Academic Press, ©1994.

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Status	Format	Access	Call Number	Item Location
Request for On-site Use Request Scan Not available - Please for assistance.	Text	Use in library	BF311 .L84 1994	Off-site

Details

Description

xii, 666 pages : illustrations; 24 cm

Summary

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.

Subject

Bibliography (note)

Includes bibliographical references (p. 611-656) and index.

Contents

1. Intelligence and the roots of cognitive science -- 2. Vocabularies for describing intelligence -- 3. Representational schemes -- 4. Constraining the architecture of minds -- 5. Natural intelligence: human brain function -- 6. Network and structured representation schemes -- 7. Logic based representation and reasoning -- 8. Search strategies for weak method problem solving -- 9. Using knowledge and strong method problem solving.
10. Explicit symbol based learning models -- 11. Connectionist networks: history, the perceptron, and backpropagation -- 12. Competitive, reinforcement, and attractor learning models -- 13. Language representation and processing -- 14. Pragmatics and discourse -- 15. PROLOG as representation and language -- 16. Creating meta-interpreters in PROLOG -- 17. Cognitive science: problems and promise.

ISBN

0124595707
9780124595705

LCCN

94003150

OCLC

ocm29877963
29877963
SCSB-2022317

Owning Institutions

Princeton University Library