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		Jian Wang,Zongyuan Mao.[en_title][J].Control Theory and Technology,2004,2(2):193~195.[Copy]

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JianWang,ZongyuanMao
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Received:September 20, 2002Revised:August 25, 2003

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Double-pattern associative memory neural network with pattern loop

Jian Wang,Zongyuan Mao

(College of Automation Science & Engineering, South China University of Technology, 510640 Guangzhou Guangdong, China;Department of Electronics, Jiujiang University, 332005 Jiujiang Jiangxi, China)

Abstract:

A double-pattern associative memory neural network with “pattern loop” is proposed. It can store 2N bit bipolar binary patterns up to the order of 2 2N , retrieve part or all of the stored patterns which all have the minimum Hamming distance with input pattern, completely eliminate spurious patterns, and has higher storing efficiency and reliability than conventional associative memory. The length of a pattern stored in this associative memory can be easily extended from 2N to kN.

Key words: Associative memory Hamming distance Neural network