Connectionism in Perspective

Author: Pfeifer   R.;Schreter   Z.;Fogelman-Soulié   F.  

Publisher: Elsevier Science‎

Publication year: 1989

E-ISBN: 9780444598769

P-ISBN(Paperback): 9780444880611

P-ISBN(Hardback):  9780444880611

Subject: TP18 artificial intelligence theory

Language: ENG

Access to resources Favorite

Disclaimer: Any content in publications that violate the sovereignty, the constitution or regulations of the PRC is not accepted or approved by CNPIEC.

Description

An evaluation of the merits, potential, and limits of Connectionism, this book also illustrates current research programs and recent trends.

Connectionism (also known as Neural Networks) is an exciting new field which has brought together researchers from different areas such as artificial intelligence, computer science, cognitive science, neuroscience, physics, and complex dynamics. These researchers are applying the connectionist paradigm in an interdisciplinary way to the analysis and design of intelligent systems.

In this book, researchers from the above-mentioned fields not only report on their most recent research results, but also describe Connectionism from the perspective of their own field, looking at issues such as:
- the effects and the utility of Connectionism for their field
- the potential and limitations of Connectionism
- can it be combined with other approaches?

Chapter

Front Cover

pp.:  1 – 4

Connectionism in Perspective

pp.:  4 – 5

Copyright Page

pp.:  5 – 6

TABLE OF CONTENTS

pp.:  6 – 10

PREFACE

pp.:  10 – 12

PART 2: PERCEPTION AND ACTION

pp.:  70 – 164

PART 3: LEARNING

pp.:  164 – 236

PART 4: PROBLEM SOLVING AND REASONING

pp.:  236 – 322

PART 5: SUBMITTED PAPERS

pp.:  322 – 494

PART 6: TRENDS, RESEARCH PROGRAMS

pp.:  494 – 530

PART 7: ABSTRACTS, WORK IN PROGRESS

pp.:  530 – 536

List of Contributors

pp.:  536 – 542

The users who browse this book also browse