Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks.

Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks. Research Abstract Details 

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Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks. Abstract Text:

Z B Xu,G Q Hu,C P Kwong,

Two efficient strategies are proposed for improving the eigenstructure method from the best approximation projector point of view. Interpreted as two complementary best approximation projectors, the method is reformulated in a much more simplified form. We develop a new synthesis procedure through constructing the related best approximation projectors by using a simple recursive formula, which improves on the existing eigenstructure method not only in the significant reduction of the computational complexity but also in the incorporation of the learning capability comparable to the outer product method. The networks designed by the present procedure outperform those designed by some other known methods. We also propose a new forgetting algorithm for deleting any specific existing memories in a synthesized network. The algorithm performs efficiently and reliably, which particularly eliminates the overforgetting drawback of the Yen-Michel algorithm (1991, 1992). The feasibility and effectiveness of the algorithm are supported by theoretical analysis and computer simulations.

Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks. Publishing Authors By Initials

ZB Xu,GQ Hu,CP Kwong,

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Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks. Journal Published:

PUBLICATION TYPE: Journal Article

Journal: IEEE transactions on neural networks / a publicati

VOLUME: 7

Page Numbers: 233-45

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ISSN: 1045-9227

DAY: 7

MONTH: 02

YEAR: 1996

Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks. Information

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LANGUAGE: eng

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Grant and Affiliation Information for Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks.

AFFILIATION: Inst. for Computational and Appl. Math., Xi'an Jiaotong Univ.

Country: United States

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MEDLINETA: IEEE Trans Neural Netw

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