Modified exponential bidirectional associative memories

W. J. Wang, D. L. Lee

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

Based on the Jeng exponential bidirectional associative memory (EBAM), a modified updating rule of EBAM is presented. In the recalling processes of the modified EBAM (MEBAM), the continuity assumption of the EBAM is relaxed and heterocorrelation processes run parallel with the autocorrelation processes. An energy function, which is defined and does not increase on the change of neuron states, ensures the stability of the system. Finally computer simulations demonstrates that the MEBAM has much better storage capacity than that of the Jeng EBAM.

Original languageEnglish
Pages (from-to)888-890
Number of pages3
JournalElectronics Letters
Volume28
Issue number9
DOIs
StatePublished - Apr 1992

Keywords

  • Associative memories
  • Neural networks

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