CHAOTIC MEMORY DYNAMICS IN A RECURRENT NEURAL-NETWORK WITH CYCLE MEMORIES EMBEDDED BY PSEUDO-INVERSE METHOD

被引:57
作者
NARA, S
DAVIS, P
KAWACHI, M
TOTSUJI, H
机构
[1] OKAYAMA UNIV,DEPT ELECT & ELECTR ENGN,OKAYAMA 700,JAPAN
[2] ATR OPT & RADIO COMMUN RES LABS,SEIKA,KYOTO 61902,JAPAN
来源
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS | 1995年 / 5卷 / 04期
关键词
D O I
10.1142/S0218127495000867
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
It is shown that hierarchical bifurcation of chaotic intermittency among memories can be induced by reducing neural connectivity when sequences of similar patterns are stored in a recurrent neural network using the pseudo-inverse method. This chaos is potentially useful for memory search and synthesis.
引用
收藏
页码:1205 / 1212
页数:8
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