Self-Organizing Systems, 1963
Edited By
JAMES EMMETT GARVEY
Office of Naval Research Pasadena, California
ACR-96
OFFICE OF NAVAL RESEARCH DEPARTMENT OF THE NAVY WASHINGTON, D.C.
For sale by the Superintendent of Documents. U.S. Government Printing Office Washington, D.C., 20402—Price $1.50
The papers appearing in this volume were presented at a Symposium on Self-Organizing Systems, which was sponsored by the Office of Naval Research and held at the California Institute of Technology, Pasadena, California, on 14 November 1963. The Symposium was organized with the aim of providing a critical forum for the presentation and discussion of contemporary significant research efforts, with the emphasis on relatively uncommon approaches and methods in an early state of development. This aim and nature dictated that the Symposium be in effect a Working Group, with numerically limited invitational participation.
The papers which were presented and discussed did in fact serve to introduce several relatively unknown approaches; some of the speakers were promising young scientists, others had become known for contributions in different fields and were as yet unrecognized for their recent work in self-organization. In addition, the papers as a collection provided a particularly broad, cross-disciplinary spectrum of investigations which possessed intrinsic value as a portrayal of the bases upon which this new discipline rests. Accordingly, it became obvious in retrospect that the information presented and discussed at the Symposium was of considerable interest—and should thus receive commensurate dissemination—to a much broader group of scientists and engineers than those who were able to participate directly in the meeting itself. This volume is the result of that observation; as an edited collection of the papers presented at the Symposium, it forms the Proceedings thereof. If it provides a useful reference for present and future investigators, as well as documenting the source of several new approaches, it will have fulfilled its intended purpose well.
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CONTENTS
FOREWORD
The Ionic Hypothesis and Neuron Models
INTRODUCTION
THE MODERN IONIC HYPOTHESIS
ELECTRONIC SIMULATION OF THE HODGKIN-HUXLEY MODEL
INTRODUCTION
SOME CONTEMPORARY CONCEPTS
EXPERIMENTAL TECHNIQUE
BASIC EXPERIMENTS
SUMMARY
Multi-Layer Learning Networks
INTRODUCTION
SINGLE ELEMENTS
NETWORKS OF ELEMENTS
NETWORK STRUCTURE
COMPUTER SIMULATION RESULTS
FUTURE PROBLEMS
INTRODUCTION
THE ADAPTIVE DETECTION MACHINE
Conceptual Design of Self-Organizing Machines
INTRODUCTION
CONCEPTUAL MODEL
MATHEMATICAL MODEL
MECHANIZATION OF THE NPO
NETWORKS OF NPO’S
CONCLUSION
INTRODUCTION
METRIZATION
Information Theory
Channel
Denumerable Space
SUMMARY
On Functional Neuron Modeling
INDEX OF INVITED PARTICIPANTS