Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits
Abstract
Accumulating evidence from whole brain functional magnetic resonance imaging (fMRI) suggests that the human brain at rest is functionally organized in a spatially and temporally constrained manner. However, because of their complexity, the fundamental mechanisms underlying time-varying functional networks are still not well understood. Here, we develop a novel nonlinear feature extraction framework called local space-contrastive learning (LSCL),...
Paper Details
Title
Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits
Published Date
Sep 1, 2020
Journal
Volume
218
Pages
116989 - 116989
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