Latent source mining in FMRI via restricted Boltzmann machine

Blind source separation (BSS) is commonly used in functional magnetic resonance imaging (fMRI) data analysis. Recently, BSS models based on restricted Boltzmann machine (RBM), one of the building blocks of deep learning models, have been shown to improve brain network identification compared to conv...

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Bibliographic Details
Published in:Hum Brain Mapp
Main Authors: Hu, Xintao, Huang, Heng, Peng, Bo, Han, Junwei, Liu, Nian, Lv, Jinglei, Guo, Lei, Guo, Christine, Liu, Tianming
Format: Artigo
Language:Inglês
Published: John Wiley and Sons Inc. 2018
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Research Articles
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6866484/
https://ncbi.nlm.nih.gov/pubmed/29457314
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/hbm.24005
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