A Modified Bidirectional Decoding Strategy Based on the BAM Structure

Wen June Wang, Donq Liang Le

研究成果: 雜誌貢獻期刊論文同行評審

9 引文 斯高帕斯(Scopus)

摘要

Based on associative memories (BAM) strategy, a modified bidirectional decoding strategy (MBDS) is introduced. With the aid of the augmented correlation matrix M = [M\My]( or M = [MT| Mx]), the long term memory (LTM) traces Ty (or Tx), and the activating function Gy(·) (or G*(·)), we construct the MBDS such that all given training pairs are guaranteed to be recalled successfully. In this paper, we also illustrate some examples for the comparison between the dummy augmentation method of Wang et at., and our MBDS. It is obvious that the MBDS save much more extra connecting weights than the dummy augmentation method.

原文???core.languages.en_GB???
頁(從 - 到)710-717
頁數8
期刊IEEE Transactions on Neural Networks
4
發行號4
DOIs
出版狀態已出版 - 7月 1993

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