An efficient approach for Kohonen self-organising network

被引:0
|
作者
Pan, JS [1 ]
Kuo, TH [1 ]
Chu, SC [1 ]
Day, JD [1 ]
Liao, BY [1 ]
机构
[1] Natl Kaohsiung Inst Technol, Dept Elect Engn, Kaohsiung, Taiwan
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The improved absolute error inequality criterion is combined with the best matching node of the previous vector and the partial distance elimination to accelerate the Kohonen self-organising algorithm. To verify the performance of this approach, the mathematical operations (multiplications, comparisons, and additions) are used to calculate the computational efficiency. Experimental results show that this new approach is more efficient than Zhao's method [1].
引用
收藏
页码:622 / 625
页数:2
相关论文
共 50 条
  • [31] A self-organising neural network for chatter identification in milling
    Li, TC
    Tarng, YS
    Chen, MC
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 1996, 9 (5-6) : 239 - 248
  • [32] iXChange - A self-organising super peer network model
    Johnstone, S
    Sage, P
    Milligan, P
    10TH IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS, PROCEEDINGS, 2005, : 164 - 169
  • [33] Tracking Gestures using a Probabilistic Self-Organising Network
    Angelopoulou, Anastassia
    Psarrou, Alexandra
    Garcia-Rodriguez, Jose
    Gupta, Gaurav
    2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, 2010,
  • [34] Trust-based self-organising network control
    Haus, Tomislav
    Palunko, Ivana
    Tolic, Domagoj
    Bogdan, Stjepan
    Lewis, Frank L.
    Mikulski, Dariusz G.
    IET CONTROL THEORY AND APPLICATIONS, 2014, 8 (18): : 2126 - 2135
  • [35] Self-organising modular probabilistic neural network for STLF
    Department of Electrical Engineering, Institute of Technology, Banaras Hindu University, Varanasi 221 005, India
    Eng. Intell. Syst., 2006, 2 (99-107):
  • [36] Self-organising modular probabilistic neural network for STLF
    Singh, D.
    Singh, S. P.
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 2006, 14 (02): : 99 - 107
  • [37] Towards self-organising structure formations: A decentralized approach
    Wessnitzer, Jan
    Adamatzky, Andrew
    Melhuish, Chris
    ADVANCES IN ARTIFICIAL LIFE, 2001, 2159 : 573 - 581
  • [38] A Self-Organising Map approach for clustering of XML documents
    Trentimi, F.
    Hagenbuchner, M.
    Sperduti, A.
    Scarselli, F.
    Tsoi, A. C.
    2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 1805 - +
  • [39] A Self-organising Approach for Smart Meter Communication Systems
    Tauber, Markus Gerhard
    Skopik, Florian
    Bleier, Thomas
    Hutchison, David
    SELF-ORGANIZING SYSTEMS: 7TH IFIP TC 6 INTERNATIONAL WORKSHOP (IWSOS 2013), 2014, 8221 : 169 - 175
  • [40] Self-Organising News Management: The Molecules of Knowledge Approach
    Mariani, Stefano
    Omicini, Andrea
    2012 IEEE SIXTH INTERNATIONAL CONFERENCE ON SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS WORKSHOPS (SASOW), 2012, : 235 - 240