Cloning template design of cellular neural networks for associative memories

被引:31
|
作者
Liu, DR
机构
[1] Dept. of Elec. and Comp. Engineering, Stevens Institute of Technology, Hoboken
关键词
associative memories; cellular neural networks;
D O I
10.1109/81.596948
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This brief presents a synthesis procedure (design algorithm) for cellular neural networks with space-invariant cloning template with applications to associative memories. The design algorithm makes it possible to determine in a systematic manner cloning templates for cellular neural networks with or without symmetry constraints on the interconnection weights. Two specific examples are included to demonstrate the applicability of the methodology developed herein.
引用
收藏
页码:646 / 650
页数:5
相关论文
共 50 条
  • [1] Design of associative memories using cellular neural networks
    Delbem, Alexandre C. B.
    Correa, Leonardo Garcia
    Zhao, Liang
    [J]. NEUROCOMPUTING, 2009, 72 (10-12) : 2180 - 2188
  • [2] A synthesis procedure for associative memories using cellular neural networks with space-invariant cloning template library
    Kamio, T
    Morisue, M
    [J]. PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 885 - 890
  • [3] On the associative memories in cellular neural networks
    Kawabata, H
    Nanba, M
    Zhang, Z
    [J]. SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 929 - 933
  • [4] CELLULAR NEURAL NETWORKS FOR ASSOCIATIVE MEMORIES
    LIU, DR
    MICHEL, AN
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1993, 40 (02): : 119 - 121
  • [5] A new approach to design cellular neural networks for associative memories
    Grassi, G
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1997, 44 (09): : 835 - 838
  • [6] Analysis and Design of Associative Memories Based on Cellular Neural Networks with Space-invariant Cloning Templates
    Zeng, Zhigang
    Wang, Jun
    [J]. IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6, 2009, : 1426 - +
  • [7] On neural networks that design neural associative memories
    Chan, HY
    Zak, SH
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1997, 8 (02): : 360 - 372
  • [8] DESIGN OF MULTI-VALUED CELLULAR NEURAL NETWORKS FOR ASSOCIATIVE MEMORIES
    Akiduki, Takuma
    Zhang, Zhong
    Imamura, Takashi
    Miyake, Tetsuo
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (3A): : 1575 - 1589
  • [9] Analysis and design of associative memories based on stability of cellular neural networks
    Han, Qi
    Liao, Xiaofeng
    Huang, Tingwen
    Peng, Jun
    Li, Chuandong
    Huang, Hongyu
    [J]. NEUROCOMPUTING, 2012, 97 : 192 - 200
  • [10] A new methodology to the design of associative memories based on cellular neural networks
    Kim, HY
    Park, J
    Lee, SW
    [J]. 15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS: PATTERN RECOGNITION AND NEURAL NETWORKS, 2000, : 965 - 968