A SYNTHESIS PROCEDURE FOR HOPFIELD CONTINUOUS-TIME ASSOCIATIVE MEMORY

被引：78

作者：

FARRELL, JA ^{[1
]}

MICHEL, AN ^{[1
]}

机构：

[1] UNIV NOTRE DAME, DEPT ELECT & COMP ENGN, NOTRE DAME, IN 46556 USA

来源：

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS | 1990年 / 37卷 / 07期

基金：

美国国家科学基金会;

关键词：

D O I：

10.1109/31.55063

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The present paper presents a new technique for designing associative memories to be implemented by Hopfield neural networks. This technique guarantees that each desired memory is stored and is attractive. The procedure also guarantees that the resulting network is implementable, a requirement often overlooked by other methods. The present synthesis procedure does not require a symmetric interconnection matrix; instead, stability is guaranteed by use of the results presented in [12]. Two examples are presented that demonstrate the synthesis procedure's storage ability and flexibility. © 1990 IEEE

引用

页码：877 / 884

页数：8

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