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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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Bibliographic Details
Published in:Front Comput Neurosci
Main Authors: Shen, Guohua, Dwivedi, Kshitij, Majima, Kei, Horikawa, Tomoyasu, Kamitani, Yukiyasu
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2019
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6474395/
https://ncbi.nlm.nih.gov/pubmed/31031613
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2019.00021
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