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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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Detalles Bibliográficos
Publicado en:Hum Brain Mapp
Main Authors: Hu, Xintao, Huang, Heng, Peng, Bo, Han, Junwei, Liu, Nian, Lv, Jinglei, Guo, Lei, Guo, Christine, Liu, Tianming
Formato: Artigo
Idioma:Inglês
Publicado: John Wiley and Sons Inc. 2018
Assuntos:
Acceso en liña: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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