Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits

Hiroshi Morioka; Vince Calhoun; Aapo Hyvarinen

doi:10.1016/j.neuroimage.2020.116989

Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits

Hiroshi Morioka, Vince Calhoun, Aapo Hyvarinen

Tutkimustuotos: Artikkelijulkaisu › Artikkeli › Tieteellinen › vertaisarvioitu

Alkuperäiskieli	englanti
Artikkeli	116989
Lehti	NeuroImage
Vuosikerta	218
Sivumäärä	17
ISSN	1053-8119
DOI - pysyväislinkit	https://doi.org/10.1016/j.neuroimage.2020.116989
Tila	Julkaistu - syysk. 2020
OKM-julkaisutyyppi	A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä, vertaisarvioitu

Tieteenalat

113 Tietojenkäsittely- ja informaatiotieteet

Pääsy asiakirjaan

10.1016/j.neuroimage.2020.116989Lisenssi: CC BY-NC-ND

1-s2.0-S1053811920304754-mainLopullinen julkaistu versio, 6,33 MBLisenssi: CC BY-NC-ND

Siteeraa tätä

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title = "Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits",

keywords = "Nonlinear spatial independent component analysis (sICA), Local space-contrastive learning (LSCL), Unsupervised deep learning, Temporal primitives, Resting-state functional magnetic resonance imaging (fMRI), Behavioral traits, INDEPENDENT COMPONENT ANALYSIS, DYNAMIC FUNCTIONAL CONNECTIVITY, BRAIN CONNECTIVITY, STATE FMRI, FLUCTUATIONS, STIMULUS, ORGANIZATION, RESPIRATION, NETWORKS, PATTERNS, 113 Computer and information sciences",

author = "Hiroshi Morioka and Vince Calhoun and Aapo Hyvarinen",

year = "2020",

month = sep,

doi = "10.1016/j.neuroimage.2020.116989",

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journal = "NeuroImage",

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TY - JOUR

T1 - Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits

AU - Morioka, Hiroshi

AU - Calhoun, Vince

AU - Hyvarinen, Aapo

PY - 2020/9

Y1 - 2020/9

KW - Nonlinear spatial independent component analysis (sICA)

KW - Local space-contrastive learning (LSCL)

KW - Unsupervised deep learning

KW - Temporal primitives

KW - Resting-state functional magnetic resonance imaging (fMRI)

KW - Behavioral traits

KW - INDEPENDENT COMPONENT ANALYSIS

KW - DYNAMIC FUNCTIONAL CONNECTIVITY

KW - BRAIN CONNECTIVITY

KW - STATE FMRI

KW - FLUCTUATIONS

KW - STIMULUS

KW - ORGANIZATION

KW - RESPIRATION

KW - NETWORKS

KW - PATTERNS

KW - 113 Computer and information sciences

U2 - 10.1016/j.neuroimage.2020.116989

DO - 10.1016/j.neuroimage.2020.116989

M3 - Article

SN - 1053-8119

VL - 218

JO - NeuroImage

JF - NeuroImage

M1 - 116989

ER -