A new radial basis probabilistic neural network model

被引：0
|
作者：
Huang, DS
Ma, SD
机构：
来源：
ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II | 1996年
关键词：
D O I：
暂无
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 paper proposes a new neural network model called radial basis probabilistic neural network (RBPNN) based on the radial basis function network (RBFN) and the probabilistic neural network (PNN). This new model inherits the merits of the two old models and tries to avoid their defects. Finally, the experimental results show that this new model is effective and practical.
引用
收藏
页码：1449 / 1452
页数：4
相关论文
共 50 条
  • [1] A radial basis probabilistic process neural network model and corresponding classification algorithm
    Kun Liu
    Shaohua Xu
    Naidan Feng
    [J]. Applied Intelligence, 2019, 49 : 2256 - 2265
  • [2] A radial basis probabilistic process neural network model and corresponding classification algorithm
    Liu, Kun
    Xu, Shaohua
    Feng, Naidan
    [J]. APPLIED INTELLIGENCE, 2019, 49 (06) : 2256 - 2265
  • [3] Radial basis probabilistic neural networks: Model and application
    Huang, DS
    [J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 1999, 13 (07) : 1083 - 1101
  • [4] Palmprint Identification using Radial Basis Probabilistic Neural Network
    Dhar, Mrinal Kanti
    Dhar, Rupak Kanti
    Hussain, Md Sanwar
    Islam, Mamunul
    Rahman, Yousha Fatema
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 49 - 53
  • [5] Speech Recognition with a Competitive Probabilistic Radial Basis Neural Network
    Yousefian, Nima
    Jalalvand, Azarakhsh
    Ahmadi, Pooyan
    Analoui, Morteza
    [J]. 2008 4TH INTERNATIONAL IEEE CONFERENCE INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2008, : 328 - 332
  • [6] Human face recognition based on radial basis probabilistic neural network
    Guo, L
    Huang, DS
    [J]. PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 2208 - 2211
  • [7] Robust Face Recognition Using Radial Basis Probabilistic Neural Network
    Dhar, Mrinal Kanti
    Hussain, Md. Sanwar
    [J]. 2017 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL & ELECTRONIC ENGINEERING (ICEEE), 2017,
  • [8] Radial basis probabilistic neural network for differential protection of power transformer
    Tripathy, M.
    Maheshwari, R. P.
    Verma, H. K.
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2008, 2 (01) : 43 - 52
  • [9] Microseismic strength prediction based on radial basis probabilistic neural network
    Liu, Hui
    Cheng, Jiulong
    Zhang, Xiaojun
    Xu, Shaohua
    [J]. EUROPEAN JOURNAL OF REMOTE SENSING, 2020, 53 (sup1) : 154 - 165
  • [10] LRBNN:: A lazy radial basis neural network model
    Valls, Jose M.
    Galvan, Ines M.
    Isasi, Pedro
    [J]. AI COMMUNICATIONS, 2007, 20 (02) : 71 - 86
12345