Two optimal encodings for three layer BAMs

Research output: Contribution to journalConference article

Abstract

A Three Layer Bidirectional Associative Memory (TLBAM) and two novel encoding methods, the binary hidden layer encoding and non-binary hidden layer encoding methods, are proposed. The proposed encoding methods require two correlation matrices with only (288 × 3 × 280 =) 1,704 elements. It is proven that both methods guarantee correct recalling of encoded pairs. Activation functions are also proposed that make TLBAM fault-tolerant.

Original languageEnglish (US)
Pages (from-to)97-107
Number of pages11
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume3722
StatePublished - Jan 1 1999

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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