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

doi:10.1016/j.neuroimage.2014.12.079

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 journal › Article › Scientific › peer-review

Original language	English
Journal	NeuroImage
Volume	112
Pages (from-to)	288-298
Number of pages	11
ISSN	1053-8119
DOIs	https://doi.org/10.1016/j.neuroimage.2014.12.079
Publication status	Published - 15 May 2015
MoE publication type	A1 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

Access to Document

10.1016/j.neuroimage.2014.12.079

Cite this

@article{5af8f4b9054743e9993495fe04695ef6,

title = "Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals",

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 = may,

day = "15",

doi = "10.1016/j.neuroimage.2014.12.079",

language = "English",

volume = "112",

pages = "288--298",

journal = "NeuroImage",

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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

SN - 1053-8119

VL - 112

SP - 288

EP - 298

JO - NeuroImage

JF - NeuroImage

ER -