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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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書目詳細資料
發表在:Front Comput Neurosci
Main Authors: Shen, Guohua, Dwivedi, Kshitij, Majima, Kei, Horikawa, Tomoyasu, Kamitani, Yukiyasu
格式: Artigo
語言:Inglês
出版: Frontiers Media S.A. 2019
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在線閱讀: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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