The Hopfield Model and Beyond.

Abstract

The standard Hopfield Model, (both original and analog) and algorithms to improve its performance are reviewed. An analysis of the model and the modification algorithms is given. Future directions for continuous models which have both large capacity and good error correcting capabilities are examined. Keywords: Hopfield Model; Stable State; Storage Capacity; Error Correction; Windrow Hoff Algorithm.

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Document Details

Document Type
Technical Report
Publication Date
Dec 15, 1986
Accession Number
ADA176440

Entities

People

  • Charles M. Bachmann

Organizations

  • Brown University

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Computational Complexity
  • Diagrams
  • Energy
  • Energy Gaps
  • Equations
  • Linear Systems
  • Military Research
  • Phase
  • Phase Diagrams
  • Physics
  • Security
  • Simulations
  • Standards
  • Targets
  • Three Dimensional
  • Universities

Readers

  • Computational Modeling and Simulation
  • Materials Science and Engineering.
  • Neural Network Machine Learning.