Connectionism in Perspective
R. Pfeifer,Z. Schreter,F. Fogelman-Soulié,L. Steels
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Connectionism in Perspective
R. Pfeifer,Z. Schreter,F. Fogelman-Soulié,L. Steels
Informazioni sul libro
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?
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Indice dei contenuti
- Front Cover
- Connectionism in Perspective
- Copyright Page
- TABLE OF CONTENTS
- PREFACE
- Chapter 1. Putting Connectionism into Perspective
- PART 1: KNOWLEDGE REPRESENTATION AND MEMORY
- PART 2: PERCEPTION AND ACTION
- PART 3: LEARNING
- PART 4: PROBLEM SOLVING AND REASONING
- PART 5: SUBMITTED PAPERS
- PART 6: TRENDS, RESEARCH PROGRAMS
- PART 7: ABSTRACTS, WORK IN PROGRESS
- List of Contributors