Towards brain-activity-controlled information retrieval

Decoding image relevance from MEG signals

Jukka-Pekka Kauppi, Melih Kandemir, Veli-Matti Saarinen, Lotta Hirvenkari, Lauri Parkkonen, Arto Klami, Riitta Hari, Samuel Kaski

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalNeuroImage
Volume112
Pages (from-to)288-298
Number of pages11
ISSN1053-8119
DOIs
Publication statusPublished - 15 May 2015
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Bayesian classification
  • Image relevance
  • Implicit relevance feedback
  • Information retrieval
  • Magnetoencephalography
  • Gaze signal
  • Gaussian processes
  • COMPUTER INTERFACES
  • VISUAL-ATTENTION
  • PATTERNS
  • SEARCH
  • CORTEX
  • EEG
  • 3112 Neurosciences

Cite this

Kauppi, Jukka-Pekka ; Kandemir, Melih ; Saarinen, Veli-Matti ; Hirvenkari, Lotta ; Parkkonen, Lauri ; Klami, Arto ; Hari, Riitta ; Kaski, Samuel. / Towards brain-activity-controlled information retrieval : Decoding image relevance from MEG signals. In: NeuroImage. 2015 ; Vol. 112. pp. 288-298.
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keywords = "Bayesian classification, Image relevance, Implicit relevance feedback, Information retrieval, Magnetoencephalography, Gaze signal, Gaussian processes, COMPUTER INTERFACES, VISUAL-ATTENTION, PATTERNS, SEARCH, CORTEX, EEG, 3112 Neurosciences",
author = "Jukka-Pekka Kauppi and Melih Kandemir and Veli-Matti Saarinen and Lotta Hirvenkari and Lauri Parkkonen and Arto Klami and Riitta Hari and Samuel Kaski",
year = "2015",
month = "5",
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doi = "10.1016/j.neuroimage.2014.12.079",
language = "English",
volume = "112",
pages = "288--298",
journal = "NeuroImage",
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publisher = "ACADEMIC PRESS INC ELSEVIER SCIENCE",

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Towards brain-activity-controlled information retrieval : Decoding image relevance from MEG signals. / Kauppi, Jukka-Pekka; Kandemir, Melih; Saarinen, Veli-Matti; Hirvenkari, Lotta; Parkkonen, Lauri; Klami, Arto; Hari, Riitta; Kaski, Samuel.

In: NeuroImage, Vol. 112, 15.05.2015, p. 288-298.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Towards brain-activity-controlled information retrieval

T2 - Decoding image relevance from MEG signals

AU - Kauppi, Jukka-Pekka

AU - Kandemir, Melih

AU - Saarinen, Veli-Matti

AU - Hirvenkari, Lotta

AU - Parkkonen, Lauri

AU - Klami, Arto

AU - Hari, Riitta

AU - Kaski, Samuel

PY - 2015/5/15

Y1 - 2015/5/15

KW - Bayesian classification

KW - Image relevance

KW - Implicit relevance feedback

KW - Information retrieval

KW - Magnetoencephalography

KW - Gaze signal

KW - Gaussian processes

KW - COMPUTER INTERFACES

KW - VISUAL-ATTENTION

KW - PATTERNS

KW - SEARCH

KW - CORTEX

KW - EEG

KW - 3112 Neurosciences

U2 - 10.1016/j.neuroimage.2014.12.079

DO - 10.1016/j.neuroimage.2014.12.079

M3 - Article

VL - 112

SP - 288

EP - 298

JO - NeuroImage

JF - NeuroImage

SN - 1053-8119

ER -