IMPROVEMENT OF BIDIRECTIONAL ASSOCIATIVE MEMORIES BY USING CORRELATION SIGNIFICANCE

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Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/29246

Title:	IMPROVEMENT OF BIDIRECTIONAL ASSOCIATIVE MEMORIES BY USING CORRELATION SIGNIFICANCE
Authors:	LEE,DL;WANG,WJ
Contributors:	資訊工程研究所
Date:	1993
Issue Date:	2010-06-29 20:17:25 (UTC+8)
Publisher:	中央大學
Abstract:	A correlation significance technique is introduced, which uses the significances between the training associations and between the neurons of the different fields, such that the storage capacity of Kosko bidirectional associative memories (BAMs) is improved. Based on the gradient descent method, an error function is constructed such that the maximal number of stored associations which are successfully recalled can be obtained. Finally computer simulations demonstrate that the proposed method has much better storage capacity than the existing methods.
Relation:	ELECTRONICS LETTERS
Appears in Collections:	[Graduate Institute of Computer Science and Information Engineering] journal & Dissertation

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