PARALLEL DYNAMICS FOR AN EXTREMELY DILUTED NEURAL NETWORK

被引:10
作者
PATRICK, AE [1 ]
ZAGREBNOV, VA [1 ]
机构
[1] KATHOLIEKE UNIV LEUVEN,INST THEORET FYS,B-3001 LOUVAIN,BELGIUM
来源
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL | 1992年 / 25卷 / 04期
关键词
D O I
10.1088/0305-4470/25/4/034
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We revise our formula for the main overlap evolution at t = 3 generated by the parallel dynamics in the symmetric extremely diluted neural network. We show that for t greater-than-or-equal-to 3 correlations between the Gaussian and the Bernoulli's 'memory-like' noises have to be taken into account. To derive the exact formula for t = 3 we use our previously developed truncated dynamics method.
引用
收藏
页码:1009 / 1011
页数:3
相关论文
共 4 条
[1]   ZERO TEMPERATURE PARALLEL DYNAMICS FOR INFINITE RANGE SPIN-GLASSES AND NEURAL NETWORKS [J].
GARDNER, E ;
DERRIDA, B ;
MOTTISHAW, P .
JOURNAL DE PHYSIQUE, 1987, 48 (05) :741-755
[2]   PARALLEL DYNAMIC FOR AN EXTREMELY DILUTED NEURAL NETWORK [J].
PATRICK, AE ;
ZAGREBNOV, VA .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1990, 23 (24) :L1323-L1329
[3]   A PROBABILISTIC APPROACH TO PARALLEL DYNAMICS FOR THE LITTLE-HOPFIELD MODEL [J].
PATRICK, AE ;
ZAGREBNOV, VA .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1991, 24 (14) :3413-3426
[4]   THE PARALLEL DYNAMICS OF A DILUTE SYMMETRICAL HEBB-RULE NETWORK [J].
WATKIN, TLH ;
SHERRINGTON, D .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1991, 24 (22) :5427-5433