On the topology distortion in self-organizing feature maps

被引:0
作者
机构
[1] Li, X.
[2] Gasteiger, J.
[3] Zupan, J.
来源
Li, X. | 1600年 / Publ by Springer-Verlag GmbH & Company KG, Berlin 33, Germany卷 / 70期
关键词
Topology;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Topology preservation in self-organizing feature maps: Exact definition and measurement
    Villmann, T
    Der, R
    Herrmann, M
    Martinetz, TM
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 1997, 8 (02): : 256 - 266
  • [2] The Impact of Network Topology on Self-Organizing Maps
    Jiang, Fei
    Berry, Hugues
    Schoenauer, Marc
    WORLD SUMMIT ON GENETIC AND EVOLUTIONARY COMPUTATION (GEC 09), 2009, : 247 - 253
  • [3] Effects of Irregular Topology in Spherical Self-Organizing Maps
    Schmidt, Charles R.
    Rey, Sergio J.
    Skupin, Andre
    INTERNATIONAL REGIONAL SCIENCE REVIEW, 2011, 34 (02) : 215 - 229
  • [4] Self-organizing feature maps with self-adjusting learning parameters
    Haese, K
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (06): : 1270 - 1278
  • [5] Self-Organizing Maps with a Time-Varying Structure
    Araujo, Aluizio F. R.
    Rego, Renata L. M. E.
    ACM COMPUTING SURVEYS, 2013, 46 (01)
  • [6] Graph Based Representations of Density Distribution and Distances for Self-Organizing Maps
    Tasdemir, Kadim
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 21 (03): : 520 - 526
  • [7] A Surface Reconstruction Method Based on Self-organizing Maps and Intrinsic Delaunay Triangulation
    do Rego, Renata L. M. E.
    Araujo, Aluizio F. R.
    2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, 2010,
  • [8] Randomized Self-Organizing Map
    Rougier, Nicolas P.
    Detorakis, Georgios Is.
    NEURAL COMPUTATION, 2021, 33 (08) : 2241 - 2273
  • [9] Millimeter Channel Clustering by Self-Organizing Maps With Time-Varying Topological Structure
    Du, Fei
    Zhang, Yu
    Zhao, Xiongwen
    Geng, Suiyan
    Fu, Zihao
    Wang, Xiaoqing
    Yu, Lujia
    Li, Qingliang
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2023, 71 (02) : 1736 - 1746
  • [10] Online Topology Learning by a Gaussian Membership-Based Self-Organizing Incremental Neural Network
    Yu, Hang
    Lu, Jie
    Zhang, Guangquan
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (10) : 3947 - 3961