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Independent Component Analysis and Blind Signal Separation

Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004, Proceedings

Conference proceedings info: ICA 2004.

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Table of contents (158 papers)

  1. Front Matter

  2. Theory and Fundamentals

    1. Blind Source Separation by Adaptive Estimation of Score Function Difference

      • Samareh Samadi, Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi
      Pages 9-17
    2. Exploiting Spatiotemporal Information for Blind Atrial Activity Extraction in Atrial Arrhythmias

      • Francisco Castells, Jorge Igual, Vicente Zarzoso, José Joaquín Rieta, José Millet
      Pages 18-25
    3. Gaussianizing Transformations for ICA

      • Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe
      Pages 26-32
    4. New Eigensystem-Based Method for Blind Source Separation

      • Rubén Martín-Clemente, Susana Hornillo-Mellado, Carlos G. Puntonet, José I. Acha
      Pages 33-40
    5. Optimization Issues in Noisy Gaussian ICA

      • Jean-François Cardoso, Dinh-Tuan Pham
      Pages 41-48
    6. Accurate, Fast and Stable Denoising Source Separation Algorithms

      • Harri Valpola, Jaakko Särelä
      Pages 65-72
    7. Analytical Solution of the Blind Source Separation Problem Using Derivatives

      • Sebastien Lagrange, Luc Jaulin, Vincent Vigneron, Christian Jutten
      Pages 81-88
    8. Approximate Joint Diagonalization Using a Natural Gradient Approach

      • Arie Yeredor, Andreas Ziehe, Klaus-Robert Müller
      Pages 89-96
    9. BSS, Classification and Pixel Demixing

      • Albert Bijaoui, Danielle Nuzillard, Tanusree Deb Barma
      Pages 97-104
    10. Blind Identification of Complex Under-Determined Mixtures

      • Pierre Comon, Myriam Rajih
      Pages 105-112
    11. Blind Separation of Heavy-Tailed Signals Using Normalized Statistics

      • Mohamed Sahmoudi, Karim Abed-Meraim, Messaoud Benidir
      Pages 113-120
    12. Blind Source Separation of Linear Mixtures with Singular Matrices

      • Pando Georgiev, Fabian J. Theis
      Pages 121-128
    13. Closely Arranged Directional Microphone for Source Separation

      • Yusuke Katayama, Masanori Ito, Allan Kardec Barros, Yoshinori Takeuchi, Tetsuya Matsumoto, Hiroaki Kudo et al.
      Pages 129-135
    14. Estimating Functions for Blind Separation when Sources Have Variance-Dependencies

      • Motoaki Kawanabe, Klaus-Robert Müller
      Pages 136-143

Other Volumes

  1. Independent Component Analysis and Blind Signal Separation

    Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004. Proceedings

Keywords

  • Bayesian learning
  • Derivative
  • ICA algorithm
  • Maximum
  • Minimum
  • blind source separation
  • calculus
  • differential equation
  • independent component analysis
  • signal processing
  • source extraction
  • spectral theorem
  • speech processing
  • statistical methods
  • telecommunications
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Dept. of Architecture and Computer Technology, University of Granada, Spain

    Carlos G. Puntonet, Alberto Prieto

Bibliographic Information

Buying options

eBook USD 74.99
Price excludes VAT (USA)
  • ISBN: 978-3-540-30110-3
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout