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
  • [21] A global approach to the design of discrete-time cellular neural networks for associative memories
    Brucoli, M
    Carnimeo, L
    Grassi, G
    [J]. INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 1996, 24 (04) : 489 - 510
  • [22] On the design method of cellular neural networks for associative memories based on generalized eigenvalue problem
    Bise, R
    Takahashi, N
    Nishi, T
    [J]. CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, 2002, : 515 - 522
  • [23] On discrete-time cellular neural networks for associative memories
    Grassi, G
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2001, 48 (01): : 107 - 111
  • [24] Hardware-oriented algorithm for associative memories on cellular neural networks
    Perfetti, R
    Salerno, M
    Costantini, G
    [J]. CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, 2002, : 532 - 538
  • [25] Associative memories in cellular neural networks using a singular value decomposition
    Kawabata, H
    Zhang, Z
    Kanagawa, A
    Takahashi, H
    Kuwaki, H
    [J]. ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 1997, 80 (01): : 59 - 68
  • [26] NEURAL NETWORKS AS MODELS OF ASSOCIATIVE MEMORIES
    PARGA, N
    [J]. COMPUTER PHYSICS COMMUNICATIONS, 1989, 55 (01) : 77 - 84
  • [27] Multistability of Dynamic Memristor Delayed Cellular Neural Networks With Application to Associative Memories
    Deng, Kun
    Zhu, Song
    Bao, Gang
    Fu, Jun
    Zeng, Zhigang
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (02) : 690 - 702
  • [28] Analysis of associative memories based on stability of cellular neural networks with time delay
    Han, Qi
    Liao, Xiaofeng
    Li, Chuandong
    [J]. NEURAL COMPUTING & APPLICATIONS, 2013, 23 (01): : 237 - 244
  • [29] Analysis of associative memories based on stability of cellular neural networks with time delay
    Qi Han
    Xiaofeng Liao
    Chuandong Li
    [J]. Neural Computing and Applications, 2013, 23 : 237 - 244
  • [30] Template design methods for binary cellular neural networks
    Civalleri, PP
    Gilli, M
    [J]. PROCEEDINGS OF THE 2000 6TH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS (CNNA 2000), 2000, : 247 - 251