Heteroassociations of spatio-temporal sequences with the bidirectional associative memory

被引:12
作者
Wang, LP [1 ]
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
来源
IEEE TRANSACTIONS ON NEURAL NETWORKS | 2000年 / 11卷 / 06期
关键词
associative memory; bidirectional associative memory (BAM); image sequence; neural network;
D O I
10.1109/72.883484
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Autoassociations of spatio-temporal sequences have been discussed by a number of authors. We propose a mechanism for storing and retrieving pairs of spatio-temporal sequences with the network architecture of the standard bidirectional associative memory (BAM), thereby achieving hetero-associations of spatio-temporal sequences.
引用
收藏
页码:1503 / 1505
页数:3
相关论文
共 15 条
[1]   STATISTICAL-MECHANICS OF NEURAL NETWORKS NEAR SATURATION [J].
AMIT, DJ ;
GUTFREUND, H ;
SOMPOLINSKY, H .
ANNALS OF PHYSICS, 1987, 173 (01) :30-67
[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]  
JANKOWSKI S, P 1995 IEEE INT S CI, V2, P1148
[4]  
JANKOWSKI S, P 1996 IEEE INT S CI, V39, P389
[5]  
JANKOWSKI S, 1993, P 16 NAT C CIRC THEO, P582
[6]  
Kawabata Y, 1997, IEICE T FUND ELECTR, VE80A, P2318
[8]   BIDIRECTIONAL ASSOCIATIVE MEMORIES [J].
KOSKO, B .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1988, 18 (01) :49-60
[9]   Stability and statistical properties of second-order bidirectional associative memory [J].
Leung, CS ;
Chan, LW ;
Lai, EMK .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1997, 8 (02) :267-277
[10]   THE CAPACITY OF THE HOPFIELD ASSOCIATIVE MEMORY [J].
MCELIECE, RJ ;
POSNER, EC ;
RODEMICH, ER ;
VENKATESH, SS .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1987, 33 (04) :461-482