Independent component analysis: recent advances

Research output: Contribution to journalReview ArticleScientificpeer-review

Original languageEnglish
JournalPhilosophical transactions - Royal Society. Mathematical, Physical and engineering sciences
Volume371
Issue number1984
Number of pages19
ISSN1364-503X
DOIs
Publication statusPublished - 13 Feb 2013
MoE publication typeA2 Review article in a scientific journal

Fields of Science

  • independent component analysis
  • blind source separation
  • non-Gaussianity
  • causal analysis
  • BLIND SOURCE SEPARATION
  • NONNEGATIVE MATRIX FACTORIZATION
  • MAXIMUM-LIKELIHOOD
  • VARIANCE DEPENDENCIES
  • STATISTICAL-MODELS
  • NATURAL IMAGES
  • TIME-SERIES
  • ICA MODELS
  • DECOMPOSITION
  • ALGORITHMS
  • 111 Mathematics
  • 113 Computer and information sciences

Cite this

@article{0db265738d484e7f85476946dc59469c,
title = "Independent component analysis: recent advances",
keywords = "independent component analysis, blind source separation, non-Gaussianity, causal analysis, BLIND SOURCE SEPARATION, NONNEGATIVE MATRIX FACTORIZATION, MAXIMUM-LIKELIHOOD, VARIANCE DEPENDENCIES, STATISTICAL-MODELS, NATURAL IMAGES, TIME-SERIES, ICA MODELS, DECOMPOSITION, ALGORITHMS, 111 Mathematics, 113 Computer and information sciences",
author = "Aapo Hyv{\"a}rinen",
year = "2013",
month = "2",
day = "13",
doi = "10.1098/rsta.2011.0534",
language = "English",
volume = "371",
journal = "Philosophical transactions - Royal Society. Mathematical, Physical and engineering sciences",
issn = "1364-503X",
publisher = "ROYAL BELGIAN SOC EAR, NOSE, THROAT, HEAD & NECK SURGERY",
number = "1984",

}

Independent component analysis: recent advances. / Hyvärinen, Aapo.

In: Philosophical transactions - Royal Society. Mathematical, Physical and engineering sciences, Vol. 371, No. 1984, 13.02.2013.

Research output: Contribution to journalReview ArticleScientificpeer-review

TY - JOUR

T1 - Independent component analysis: recent advances

AU - Hyvärinen, Aapo

PY - 2013/2/13

Y1 - 2013/2/13

KW - independent component analysis

KW - blind source separation

KW - non-Gaussianity

KW - causal analysis

KW - BLIND SOURCE SEPARATION

KW - NONNEGATIVE MATRIX FACTORIZATION

KW - MAXIMUM-LIKELIHOOD

KW - VARIANCE DEPENDENCIES

KW - STATISTICAL-MODELS

KW - NATURAL IMAGES

KW - TIME-SERIES

KW - ICA MODELS

KW - DECOMPOSITION

KW - ALGORITHMS

KW - 111 Mathematics

KW - 113 Computer and information sciences

U2 - 10.1098/rsta.2011.0534

DO - 10.1098/rsta.2011.0534

M3 - Review Article

VL - 371

JO - Philosophical transactions - Royal Society. Mathematical, Physical and engineering sciences

JF - Philosophical transactions - Royal Society. Mathematical, Physical and engineering sciences

SN - 1364-503X

IS - 1984

ER -