Article

End-to-end deep image reconstruction from human brain activity

2018-02-27

Abstract excerpt

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 insufficient to train a complex network with numerous parameters. Instead, a pre-trained DNN has served as a proxy for hierarchi...

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Literature Corpus work: 4165c735-a3ad-5222-9716-4ea479834e3d
DOI: 10.1101/272518

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