Independent component analysis applications in physics

被引：0
|
作者：
Fernandez, C [1 ]
Nayeri, S [1 ]
机构：
[1] Duke Univ, Dept Elect Engn, Durham, NC 27708 USA
来源：
Proceedings of the International Joint Conference on Neural Networks (IJCNN), Vols 1-5 | 2005年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Although several applications of Independent Component Analysis (ICA) reported in the literature are related to physics, none have focused on the analysis of data typical of energy spectrum measurements. The present work has identified promising opportunities for future exploration in this area. Preliminary results are reported for some particular applications including one that improves the analysis of angular distribution spectra from nuclear reactions and one that is effective for the analysis of resonance data.
引用
收藏
页码：2213 / 2216
页数：4
相关论文
共 50 条
  • [1] Independent component analysis applications in physics
    Nayeri, S
    Unadkat, S
    Patel, H
    Schulte, T
    Medsker, L
    IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2001, : 1926 - 1930
  • [2] Statistical physics of independent component analysis
    Urbanczik, R
    EUROPHYSICS LETTERS, 2003, 64 (04): : 564 - 570
  • [3] Applications of independent component analysis
    Oja, E
    NEURAL INFORMATION PROCESSING, 2004, 3316 : 1044 - 1051
  • [4] Independent component analysis:: algorithms and applications
    Hyvärinen, A
    Oja, E
    NEURAL NETWORKS, 2000, 13 (4-5) : 411 - 430
  • [5] Applications of wavelet to independent component analysis
    Wang, Fasong
    Li, Hongwei
    Li, Rui
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 2930 - +
  • [6] Applications of Independent Component Analysis in SAR Images
    Huang, Shiqi
    Cai, Xinhua
    Hui, Weihua
    Xu, Ping
    PIAGENG 2009: IMAGE PROCESSING AND PHOTONICS FOR AGRICULTURAL ENGINEERING, 2009, 7489
  • [7] An Overview of Independent Component Analysis and Its Applications
    Naik, Ganesh R.
    Kumar, Dinesh K.
    INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS, 2011, 35 (01): : 63 - 81
  • [8] A Review of Independent Component Analysis Techniques and their Applications
    Acharya, D. P.
    Panda, G.
    IETE TECHNICAL REVIEW, 2008, 25 (06) : 320 - 332
  • [9] Applications of Independent Component Analysis in Wireless Communication Systems
    Uddin, Zahoor
    Ahmad, Ayaz
    Iqbal, Muhammad
    Naeem, Muhammad
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 83 (04) : 2711 - 2737
  • [10] Independent component analysis and its applications to fault diagnosis
    Xu, Yonggang
    Zhang, Faqi
    He, Zhengjia
    Zhendong yu Chongji/Journal of Vibration and Shock, 2004, 23 (02): : 104 - 107
12345