A MODIFIED BIDIRECTIONAL DECODING STRATEGY BASED ON THE BAM STRUCTURE

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Title:	A MODIFIED BIDIRECTIONAL DECODING STRATEGY BASED ON THE BAM STRUCTURE
Authors:	WANG,WJ;LEE,DL
Contributors:	電機工程研究所
Keywords:	ASSOCIATIVE MEMORIES
Date:	1993
Issue Date:	2010-06-29 20:24:44 (UTC+8)
Publisher:	中央大學
Abstract:	Based on Kosko's bidirectional associative memories (BAM) strategy, a modified bidirectional decoding strategy (MBDS) is introduced. With the aid of the augmented correlation matrix M = [M\M(y)] (or M = [M(T)\M(x)]), the long term memory (LTM) traces T(y) (or T(x)), and the activating function G(y)(.) (or G(x)(.)), 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 al., and our MBDS. It is obvious that the MBDS save much more extra connecting weights than the dummy augmentation method.
Relation:	IEEE TRANSACTIONS ON NEURAL NETWORKS
Appears in Collections:	[Graduate Institute of Electrical Engineering] journal & Dissertation

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