One-to-Many Association Ability of Chaotic Quaternionic Multidirectional Associative Memory

被引：0

作者：

Okutsu, Takumi ^{[1
]}

Osana, Yuko ^{[1
]}

机构：

[1] Tokyo Univ Technol, 1401-1 Katakura, Hachioji, Tokyo, Japan

来源：

NEURAL INFORMATION PROCESSING (ICONIP 2014), PT I | 2014年 / 8834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 paper, we investigate one-to-many association ability of multi-valued patterns in the Chaotic Quaternionic Multidirectional Associative Memory (CQMAM). The CQMAM is based on the Multidirectional Associative Memory and composed of quaternionic neurons and chaotic quaternionic neurons, it can realize one-to-many associations of M-tuple multi-valued patterns. Although the conventional Chaotic Complex-valued Multidirectional Associative Memory with variable scaling factor (CCMAM) can realize one-to-many associations of M-tuple multi-valued patterns, the one-to-many association ability of the CQMAM is better than that of the conventional CCMAM.

引用

页码：111 / 118

页数：8

共 23 条

[1] Chaotic Complex-valued Multidirectional Associative Memory with Variable Scaling Factor - One-to-Many Association Ability
Yoshida, Akio
Osana, Yuko
[J]. 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2011, : 1285 - 1292
[2] Pattern Dependency of One-to-Many Association Ability in Chaotic Complex-Valued Multidirectional Associative Memory with Variable Scaling Factor
Onagi, Motoyuki
Osana, Yuko
[J]. 2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2012,
[3] Pattern Separation Ability in Chaotic Quaternionic Associative Memory
Kato, Saori
Osana, Yuko
[J]. 2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 1157 - 1164
[4] Chaotic Quaternionic Associative Memory
Osana, Yuko
[J]. 2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2012,
[5] Chaotic multidirectional associative memory
Osana, Y
Hattori, M
Hagiwara, M
[J]. 1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, 1997, : 1210 - 1215
[6] Hetero chaotic associative memory for successive learning with give up function - One-to-many associations
Arai, T
Osana, Y
[J]. PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND APPLICATIONS, 2006, : 167 - 172
[7] Improved Chaotic Multidirectional Associative Memory
Sato, Hiroki
Osana, Yuko
[J]. ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I, 2016, 9886 : 3 - 10
[8] Dynamics of selective recall in an associative memory model with one-to-many associations
Kawamura, M
Okada, M
Hirai, Y
[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (03): : 704 - 713
[9] Analysis of a correlation-type associative memory with one-to-many associations
Kawamura, M
Okada, M
Hirai, Y
[J]. PROGRESS IN CONNECTIONIST-BASED INFORMATION SYSTEMS, VOLS 1 AND 2, 1998, : 885 - 889
[10] CVAM: continuous-valued associative memory for one-to-many associations
Shunsuke Kano
Masafumi Hagiwara
[J]. Applied Intelligence, 2023, 53 : 5462 - 5472

← 1 2 3 →