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

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Originalspråk	engelska
Artikelnummer	116989
Tidskrift	NeuroImage
Volym	218
Antal sidor	17
ISSN	1053-8119
DOI	https://doi.org/10.1016/j.neuroimage.2020.116989
Status	Publicerad - sep 2020
MoE-publikationstyp	A1 Tidskriftsartikel-refererad

Vetenskapsgrenar

113 Data- och informationsvetenskap

Åtkomst av dokument

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

1-s2.0-S1053811920304754-mainSlutlig publicerad version, 6,33 MBLicens: CC BY-NC-ND

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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",

language = "English",

volume = "218",

journal = "NeuroImage",

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AU - Morioka, Hiroshi

AU - Calhoun, Vince

AU - Hyvarinen, Aapo

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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

VL - 218

JO - NeuroImage

JF - NeuroImage

SN - 1053-8119

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