Welcome to the documentation for hopfield_experiments

Contents

• Introduction
  • Hopfield Network
  • Reconstruction Sample
• Modules
  • hopfield.HopfieldNetwork class
  • utils module
• Implementation Details
  • Evaluation Strategy
  • Parameters
  • Metrics Used
• Results
  • Synchronous Hopfield Network
  • Self-Organising Map
  • Sync HN vs Async HN vs SOM
• Detailed Comparison
  • Comparison for Individual Digits
• References