Pattern recognition in a neural network with chaos

被引：10

作者：

Tan, Z ^{[1
]}

Ali, MK ^{[1
]}

机构：

[1] Univ Lethbridge, Dept Phys, Lethbridge, AB T1K 3M4, Canada

来源：

PHYSICAL REVIEW E | 1998年 / 58卷 / 03期

关键词：

D O I：

10.1103/PhysRevE.58.3649

中图分类号：

O35 [流体力学]; O53 [等离子体物理学];

学科分类号：

070204 ; 080103 ; 080704 ;

摘要：

Chaos is introduced into the Gardner model [J. Phys. A 21, 257 (1988); 22, 1969 (1989)] by reducing the number of connections among neurons. It is shown that patterns can be recognized in this chaotic model by means of chaos control focusing on the history of evolution of the states. Fixed points are not required for pattern recognition in this scheme.

引用

页码：3649 / 3653

页数：5

共 50 条

[21] A neural network recognition method of shape pattern
Peng, Y
Liu, HM
[J]. JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL, 2001, 8 (01) : 16 - 20
[22] A pyramidal neural network for visual pattern recognition
Phung, Son Lam
Bouzerdoum, Abdesselam
[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2007, 18 (02): : 329 - 343
[23] A Network of Neural Oscillators for Fractal Pattern Recognition
Oliveira da Silva, Fabio Alessandro
Zhao, Liang
[J]. NEURAL PROCESSING LETTERS, 2016, 44 (01) : 149 - 159
[24] A novel fuzzy neural network for pattern recognition
Zhao, Yibiao
Wang, Song
Zhang, Shun
Pu, Jian
Fang, Rui
[J]. PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, VOLS 1 AND 2, 2006, : 286 - 291
[25] A NEURAL NETWORK FOR TEMPORAL PATTERN-RECOGNITION
YEAP, TH
ZAKY, SG
TSOTSOS, JK
KWAN, HC
[J]. 1989 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-3, 1989, : 778 - 781
[26] Neural network induction graph for pattern recognition
Lezoray, O
Fournier, D
Cardot, H
[J]. NEUROCOMPUTING, 2004, 57 (1-4) : 257 - 274
[27] A NEURAL NETWORK FOR INVARIANT PATTERN-RECOGNITION
BIENENSTOCK, E
VONDERMALSBURG, C
[J]. EUROPHYSICS LETTERS, 1987, 4 (01): : 121 - 126
[28] A genetic fuzzy neural network for pattern recognition
Kandel, A
Zhang, YQ
Bunke, H
[J]. PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III, 1997, : 75 - 78
[29] PATTERN-RECOGNITION, CHAOS, AND MULTIPLICITY IN NEURAL NETWORKS OF EXCITABLE SYSTEMS
HJELMFELT, A
ROSS, J
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1994, 91 (01) : 63 - 67
[30] Pattern recognition of fruit shape on the basis of chaos using neural networks
Morimoto, T
Takeuchi, T
Miyata, H
Hashimoto, Y
[J]. CONTROL APPLICATIONS IN POST-HARVEST AND PROCESSING TECHNOLOGY 1998 (CAPPT'98), 1998, : 109 - 114

← 1 2 3 4 5 →