STORING PATTERNS IN A SPIN-GLASS MODEL OF NEURAL NETWORKS NEAR SATURATION

被引：5

作者：

GRENSING, D ^{[1
]}

KUHN, R ^{[1
]}

VANHEMMEN, JL ^{[1
]}

机构：

[1] UNIV HEIDELBERG,BEREICH SONDERFORSCH 123,D-6900 HEIDELBERG,FED REP GER

来源：

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL | 1987年 / 20卷 / 10期

关键词：

D O I：

10.1088/0305-4470/20/10/036

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

引用

页码：2935 / 2947

页数：13

共 20 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] STABILITY OF SHERRINGTON-KIRKPATRICK SOLUTION OF A SPIN GLASS MODEL [J].

DEALMEIDA, JRL ;

THOULESS, DJ .

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1978, 11 (05) :983-990

[5] THE STATISTICAL PROPERTIES OF THE HOPFIELD MODEL OF MEMORY [J].

FEIGELMAN, MV ;

IOFFE, LB .

EUROPHYSICS LETTERS, 1986, 1 (04) :197-201

[6] NEURONS WITH GRADED RESPONSE HAVE COLLECTIVE COMPUTATIONAL PROPERTIES LIKE THOSE OF 2-STATE NEURONS [J].

HOPFIELD, JJ .

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1984, 81 (10) :3088-3092

[7] NEURAL NETWORKS AND PHYSICAL SYSTEMS WITH EMERGENT COLLECTIVE COMPUTATIONAL ABILITIES [J].

HOPFIELD, JJ .

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1982, 79 (08) :2554-2558

[8] LEARNING AND PATTERN-RECOGNITION IN SPIN-GLASS MODELS [J].

KINZEL, W .

ZEITSCHRIFT FUR PHYSIK B-CONDENSED MATTER, 1985, 60 (2-4) :205-213

[9]

LITTLE W A, 1974, Mathematical Biosciences, V19, P101, DOI 10.1016/0025-5564(74)90031-5

[10] SOLVABLE MODELS OF WORKING MEMORIES [J].

MEZARD, M ;

NADAL, JP ;

TOULOUSE, G .

JOURNAL DE PHYSIQUE, 1986, 47 (09) :1457-1462

← 1 2 →