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End-to-End Deep Image Reconstruction From Human Brain Activity

Deep neural networks (DNNs) have recently been applied successfully to brain decoding and image reconstruction from functional magnetic resonance imaging (fMRI) activity. However, direct training of a DNN with fMRI data is often avoided because the size of available data is thought to be insufficien...

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Detalles Bibliográficos
Autores principales: Shen, Guohua, Dwivedi, Kshitij, Majima, Kei, Horikawa, Tomoyasu, Kamitani, Yukiyasu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6474395/
https://www.ncbi.nlm.nih.gov/pubmed/31031613
http://dx.doi.org/10.3389/fncom.2019.00021