Multi-neuron Interactions in Neural Network Models of Associative Memory

The following sections are included:

• 1 Introduction

• 2 Memory Models and Statistical Mechanics

• 3 The Hopfield model

• 4 The Hopfield Model, "Spin" Systems and Statistical Mechanics

• 5 The Multiple Interaction Model

• 6 Numerical Analysis of MI(3)

  • 6.1 Stability and MI(3) Storage Capacity

  • 6.2 Memory Retrievability

• 7 Mean Field Theory of the MI Model

  • 7.1 Retrieval State Solutions

  • 7.2 Symmetric Solutions

• 8 Discussion

• References