Simultaneous Estimation of Nongaussian Components and Their Correlation Structure

Hiroaki Sasaki, Michael U. Gutmann, Hayaru Shouno, Aapo Hyvärinen

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalNeural Computation
Volume29
Issue number11
Pages (from-to)2887-2924
Number of pages38
ISSN0899-7667
DOIs
Publication statusPublished - Nov 2017
MoE publication typeA1 Journal article-refereed

Fields of Science

  • NATURAL IMAGE STATISTICS
  • BLIND SIGNAL SEPARATION
  • CELL RESPONSES
  • MODEL
  • EMERGENCE
  • SOUNDS
  • EEG
  • 113 Computer and information sciences
  • 3112 Neurosciences

Cite this

@article{391e7c1c6d2e41bb9776f6f91431e0d9,
title = "Simultaneous Estimation of Nongaussian Components and Their Correlation Structure",
keywords = "NATURAL IMAGE STATISTICS, BLIND SIGNAL SEPARATION, CELL RESPONSES, MODEL, EMERGENCE, SOUNDS, EEG, 113 Computer and information sciences, 3112 Neurosciences",
author = "Hiroaki Sasaki and Gutmann, {Michael U.} and Hayaru Shouno and Aapo Hyv{\"a}rinen",
year = "2017",
month = "11",
doi = "10.1162/neco_a_01006",
language = "English",
volume = "29",
pages = "2887--2924",
journal = "Neural Computation",
issn = "0899-7667",
publisher = "MIT Press",
number = "11",

}

Simultaneous Estimation of Nongaussian Components and Their Correlation Structure. / Sasaki, Hiroaki; Gutmann, Michael U.; Shouno, Hayaru; Hyvärinen, Aapo.

In: Neural Computation, Vol. 29, No. 11, 11.2017, p. 2887-2924.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Simultaneous Estimation of Nongaussian Components and Their Correlation Structure

AU - Sasaki, Hiroaki

AU - Gutmann, Michael U.

AU - Shouno, Hayaru

AU - Hyvärinen, Aapo

PY - 2017/11

Y1 - 2017/11

KW - NATURAL IMAGE STATISTICS

KW - BLIND SIGNAL SEPARATION

KW - CELL RESPONSES

KW - MODEL

KW - EMERGENCE

KW - SOUNDS

KW - EEG

KW - 113 Computer and information sciences

KW - 3112 Neurosciences

U2 - 10.1162/neco_a_01006

DO - 10.1162/neco_a_01006

M3 - Article

VL - 29

SP - 2887

EP - 2924

JO - Neural Computation

JF - Neural Computation

SN - 0899-7667

IS - 11

ER -