Evolutionary learning strategies for Cellular Neural Networks

被引：8
|
作者：
Kunz, R [1 ]
Tetzlaff, R [1 ]
机构：
[1] Univ Frankfurt, Inst Angew Phys, D-60054 Frankfurt, Germany
来源：
PROCEEDINGS OF THE 2000 6TH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS (CNNA 2000) | 2000年
关键词：
D O I：
10.1109/CNNA.2000.876852
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 a, new learning algorithm for Cellular Neural Networks is presented based on evolutionary strategies. The proposed global optimization procedure is discussed in detail and the performance on various parameter determination problems will be shown afterwards.
引用
收藏
页码：241 / 246
页数：4
相关论文
共 50 条
  • [1] Interweave Neural Networks with Evolutionary Algorithms, Cellular Computing, Bayesian Learning and Ensemble Learning
    Zhang, Jing
    [J]. 2009 INTERNATIONAL CONFERENCE ON BUSINESS INTELLIGENCE AND FINANCIAL ENGINEERING, PROCEEDINGS, 2009, : 65 - 68
  • [2] Meta-learning evolutionary artificial neural networks: by means of cellular automata
    Abu Salah, Asma
    Al-Salqan, Yahya
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 1, PROCEEDINGS, 2006, : 186 - +
  • [3] Learning of cellular neural networks
    Pudov, S
    [J]. FUTURE GENERATION COMPUTER SYSTEMS, 2001, 17 (06) : 689 - 697
  • [4] EVOLUTIONARY LEARNING IN SIMULATED NEURAL NETWORKS
    HASTINGS, HM
    WANER, S
    [J]. ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1987, 504 : 289 - 290
  • [5] EVOLUTIONARY LEARNING IN SIMULATED NEURAL NETWORKS
    HASTINGS, HM
    WANER, S
    [J]. ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1987, 495 : 718 - 719
  • [6] Design and learning with cellular neural networks
    Nossek, JA
    [J]. INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 1996, 24 (01) : 15 - 24
  • [7] Learning algorithms for cellular neural networks
    Mirzai, B
    Cheng, ZL
    Moschytz, GS
    [J]. ISCAS '98 - PROCEEDINGS OF THE 1998 INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-6, 1998, : B159 - B162
  • [8] Learning cellular morphology with neural networks
    Schubert, Philipp J.
    Dorkenwald, Sven
    Januszewski, Michal
    Jain, Viren
    Kornfeld, Joergen
    [J]. NATURE COMMUNICATIONS, 2019, 10 (1)
  • [9] Learning cellular morphology with neural networks
    Philipp J. Schubert
    Sven Dorkenwald
    Michał Januszewski
    Viren Jain
    Joergen Kornfeld
    [J]. Nature Communications, 10
  • [10] Visual Learning With Cellular Neural Networks
    Badalov, Alexey
    Vilasis-Cardona, Xavier
    Albo-Canals, Jordi
    [J]. 2012 13TH INTERNATIONAL WORKSHOP ON CELLULAR NANOSCALE NETWORKS AND THEIR APPLICATIONS (CNNA), 2012,
12345