ON THE NUMBER OF SPURIOUS MEMORIES IN THE HOPFIELD MODEL

被引：25

作者：

BRUCK, J ^{[1
]}

ROYCHOWDHURY, VP ^{[1
]}

机构：

[1] STANFORD UNIV,INFORMAT SYST LAB,STANFORD,CA 94305

来源：

IEEE TRANSACTIONS ON INFORMATION THEORY | 1990年 / 36卷 / 02期

关键词：

D O I：

10.1109/18.52486

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

It is shown that the outer-product method for programming the Hopfield model is shown, which can result in many spurious stable states—exponential in the number of vectors that we want to store—even in the case when the vectors are orthogonal. © 1990 IEEE

引用

页码：393 / 397

页数：5

共 18 条

[1] INFORMATION CAPACITY OF THE HOPFIELD MODEL
ABUMOSTAFA, YS
ST JACQUES, JM
[J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1985, 31 (04) : 461 - 464
[2] AKRA MA, 1988, THESIS MIT CAMBRIDGE
[3] A STUDY ON NEURAL NETWORKS
BRUCK, J
SANZ, J
[J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1988, 3 (01) : 59 - 75
[4] A GENERALIZED CONVERGENCE THEOREM FOR NEURAL NETWORKS
BRUCK, J
GOODMAN, JW
[J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1988, 34 (05) : 1089 - 1092
[5] BRUCK J, 1990, SIAM J DISCRETE FEB
[6] BRUCK J, 1989, THESIS STANFORD U ST
[7] DECREASING ENERGY FUNCTIONS AS A TOOL FOR STUDYING THRESHOLD NETWORKS
GOLESCHACC, E
FOGELMANSOULIE, F
PELLEGRIN, D
[J]. DISCRETE APPLIED MATHEMATICS, 1985, 12 (03) : 261 - 277
[8] Golomb S., 1982, SHIFT REGISTER SEQUE
[9] HEBB DO, 1949, ORG BEHAVIOR
[10] NEURAL NETWORKS AND PHYSICAL SYSTEMS WITH EMERGENT COLLECTIVE COMPUTATIONAL ABILITIES
HOPFIELD, JJ
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1982, 79 (08): : 2554 - 2558

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