Real-valued pattern recall by associative memory

被引：0

作者：

Sossa, H ^{[1
]}

Barrón, R ^{[1
]}

Oropeza, JL ^{[1
]}

机构：

[1] IPN, Ctr Invest Computac, Mexico City 07738, DF, Mexico

来源：

ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2004 | 2004年 / 3315卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this note, we introduce an associative memory useful to recall real-valued patterns altered, with mixed noise (additive and subtractive). Numerical and real examples are given to show the effectiveness of the proposal. Conditions under which the proposed memories are able to recall patterns either from the fundamental set of patterns and from distorted versions of them are also given.

引用

页码：646 / 655

页数：10

共 11 条

[1]

ANDERSON J A, 1972, Mathematical Biosciences, V14, P197, DOI 10.1016/0025-5564(72)90075-2

[2] 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

[3] CORRELATION MATRIX MEMORIES [J].

KOHONEN, T .

IEEE TRANSACTIONS ON COMPUTERS, 1972, C 21 (04) :353-&

[4] Reconstruction of patterns from noisy inputs using morphological associative memories [J].

Ritter, GX ;

Urcid, G ;

Iancu, L .

JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2003, 19 (02) :95-111

[5] Morphological associative memories [J].

Ritter, GX ;

Sussner, P ;

Diaz-de-Leon, JL .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (02) :281-293

[6] Morphological bidirectional associative memories [J].

Ritter, GX ;

Diaz-De-Leon, JL ;

Sussner, P .

NEURAL NETWORKS, 1999, 12 (06) :851-867

[7]

SOSSA H, 2002, 4 INT C CONTR VIRT I

[8] THE LEARNING MATRIX [J].

STEINBUCH, K .

KYBERNETIK, 1961, 1 (01) :36-45

[9] Generalizing operations of binary autoassociative morphological memories using fuzzy set theory [J].

Sussner, P .

JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2003, 19 (02) :81-93

[10]

WILSHAW D, 1969, NATURE, V222, P960

← 1 2 →