TRAINING WITH NOISE AND THE STORAGE OF CORRELATED PATTERNS IN A NEURAL NETWORK MODEL

被引：38

作者：

GARDNER, EJ

STROUD, N

WALLACE, DJ

机构：

来源：

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL | 1989年 / 22卷 / 12期

关键词：

D O I：

10.1088/0305-4470/22/12/007

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

引用

页码：2019 / 2030

页数：12

共 36 条

[1] SPIN-GLASS MODELS OF NEURAL NETWORKS [J].

AMIT, DJ ;

GUTFREUND, H .

PHYSICAL REVIEW A, 1985, 32 (02) :1007-1018

[2] STORING INFINITE NUMBERS OF PATTERNS IN A SPIN-GLASS MODEL OF NEURAL NETWORKS [J].

AMIT, DJ ;

GUTFREUND, H ;

SOMPOLINSKY, H .

PHYSICAL REVIEW LETTERS, 1985, 55 (14) :1530-1533

[3] STATISTICAL-MECHANICS OF NEURAL NETWORKS NEAR SATURATION [J].

AMIT, DJ ;

GUTFREUND, H ;

SOMPOLINSKY, H .

ANNALS OF PHYSICS, 1987, 173 (01) :30-67

[4]

BLADI P, 1987, PHYS REV LETT, V58, P913

[5] DYNAMICS AND STATISTICAL-MECHANICS OF THE HOPFIELD MODEL [J].

BRUCE, AD ;

GARDNER, EJ ;

WALLACE, DJ .

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (10) :2909-2934

[6]

BRUCE AD, 1986, AIP C P, V151, P65

[7] HIERARCHICAL ASSOCIATIVE NETWORKS [J].

CORTES, C ;

KROGH, A ;

HERTZ, JA .

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (13) :4449-4455

[8] GEOMETRICAL AND STATISTICAL PROPERTIES OF SYSTEMS OF LINEAR INEQUALITIES WITH APPLICATIONS IN PATTERN RECOGNITION [J].

COVER, TM .

IEEE TRANSACTIONS ON ELECTRONIC COMPUTERS, 1965, EC14 (03) :326-&

[9] LEARNING OF CORRELATED PATTERNS IN SPIN-GLASS NETWORKS BY LOCAL LEARNING RULES [J].

DIEDERICH, S ;

OPPER, M .

PHYSICAL REVIEW LETTERS, 1987, 58 (09) :949-952

[10] CONTENT-ADDRESSABILITY AND LEARNING IN NEURAL NETWORKS [J].

FORREST, BM .

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1988, 21 (01) :245-255

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