Artificial Intelligence ( Handbook Of Perception And Cognition )

Publication series :Handbook Of Perception And Cognition

Author: Boden   Margaret A.  

Publisher: Elsevier Science‎

Publication year: 1996

E-ISBN: 9780080527598

P-ISBN(Paperback): 9780121619640

P-ISBN(Hardback):  9780121619640

Subject: TP18 artificial intelligence theory

Language: ENG

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Description

Artificial Intelligence is the study of how to build or program computers to enable them to do what minds can do. This volume discusses the ways in which computational ideas and computer modeling can aid our understanding of human and animal minds. Major theoretical approaches are outlined, as well as some promising recent developments. Fundamental philosophical questions are discussed along with topics such as: the differences between symbolic and connectionist AI, planning and problem solving, knowledge representation, learning, expert systems, vision, natural language, creativity, and human-computer interaction. This volume is suitable for any psychologist, philosopher, or computer scientist wanting to know the current state of the art in this area of cognitive science.

  • Up-to-date account of how computational ideas and techniques are relevant to psychology
  • Includes discussions of "classical" (symbolic) AI, of connectionism (neural nets), of evolutionary programming, and of A-Life
  • Discusses a wide range of psychology from low-level vision to creativity

Chapter

Front Cover

pp.:  1 – 4

Artificial Intelligence

pp.:  4 – 5

Copyright Page

pp.:  5 – 6

Contents

pp.:  6 – 12

Contributors

pp.:  12 – 14

Foreword

pp.:  14 – 16

Preface

pp.:  16 – 20

Chapter 2. Planning and Problem Solving

pp.:  42 – 74

Chapter 3. Representation of Knowledge

pp.:  74 – 108

Chapter 4. Machine Learning

pp.:  108 – 154

Chapter 5. Connectionism and Neural Networks

pp.:  154 – 176

Chapter 6. Expert Systems and Theories of Knowledge

pp.:  176 – 202

Chapter 7. Machine Vision

pp.:  202 – 248

Chapter 8. Natural Language Processing

pp.:  248 – 286

Chapter 9. Creativity

pp.:  286 – 312

Chapter 10. Human–Computer Interaction

pp.:  312 – 344

Chapter 11. Artificial Life and the Animat Approach to Artificial Intelligence

pp.:  344 – 374

Index

pp.:  374 – 396

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