A Modified Bidirectional Decoding Strategy Based on the BAM Structure

Wen June Wang; Donq Liang Le

doi:10.1109/72.238325

A Modified Bidirectional Decoding Strategy Based on the BAM Structure

Wen June Wang, Donq Liang Le

電機工程學系

研究成果: 雜誌貢獻 › 期刊論文 › 同行評審

10 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
卷	4
發行號	4
DOIs	https://doi.org/10.1109/72.238325
出版狀態	已出版 - 7月 1993

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10.1109/72.238325

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note = "Funding Information: work was supported by the National Science Council, Taiwan. R.O.C.. under Contract NSC- 81-0408-E008-507.",

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N2 - 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.

AB - 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.

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A Modified Bidirectional Decoding Strategy Based on the BAM Structure

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