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

Department of Electrical Engineering

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Abstract

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.

Original language	English
Pages (from-to)	710-717
Number of pages	8
Journal	IEEE Transactions on Neural Networks
Volume	4
Issue number	4
DOIs	https://doi.org/10.1109/72.238325
State	Published - Jul 1993

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abstract = "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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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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