Synthesis/Programming of Hopfield Associative Memory

EasyChair Preprint 1913, version 1

Abstract

In this research paper, synthesis of Hopfield Associative memory with desired orthogonal stable states is discussed when the threshold vector is non-zero (and the dimension, N is even). Synthesis of one desired stable state in Hopfield Associative Memory (HAM) when N is odd is discussed. Based on relationship between Hopfield Associative Memory and associated graph-theoretic code, noise immunity issues are discussed.

Keyphrases: Eigenvectors, Hopfield network, eigenvalues, stable states, synthesis

@booklet{EasyChair:1913,
  author    = {Rama Murthy Garimella and Krishna Vamshi Reddy Lankala and Devaki Nimmagadda and Sree Divya Bondalapati},
  title     = {Synthesis/Programming of Hopfield Associative Memory},
  howpublished = {EasyChair Preprint 1913},
  year      = {EasyChair, 2019}}