CHAOTIC WANDERING AND SEARCH IN A CYCLE-MEMORY NEURAL NETWORK

被引：81

作者：

NARA, S ^{[1
]}

DAVIS, P ^{[1
]}

机构：

[1] ATR OPT & RADIO COMMUN RES LABS, SEIKA, KYOTO 61902, JAPAN

来源：

PROGRESS OF THEORETICAL PHYSICS | 1992年 / 88卷 / 05期

关键词：

D O I：

10.1143/PTP.88.845

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

Numerical investigation of a single layer recurrent neural network model in which the synaptic connection matrix is formed by summing direct products of succesive patterns in cyclic sequences shows that chaotic wandering dynamics can occur with the reduction of a connectivity parameter. The structure in these dynamics is discussed from the viewpoint of search among stored memory patterns.

引用

页码：845 / 855

页数：11

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