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Constraint-Free Natural Image Reconstruction From fMRI Signals Based on Convolutional Neural Network

In recent years, research on decoding brain activity based on functional magnetic resonance imaging (fMRI) has made eye-catching achievements. However, constraint-free natural image reconstruction from brain activity remains a challenge, as specifying brain activity for all possible images is imprac...

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Detalles Bibliográficos
Autores principales: Zhang, Chi, Qiao, Kai, Wang, Linyuan, Tong, Li, Zeng, Ying, Yan, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6024000/
https://www.ncbi.nlm.nih.gov/pubmed/29988371
http://dx.doi.org/10.3389/fnhum.2018.00242