Author

Guohua Shen

Advanced Telecommunications Research Institute InternationalORCID 0000-0001-7920-4468Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

Frequent Co-Authors

Kei MajimaiD· 2 shared Tomoyasu HorikawaiD· 2 shared Yukiyasu KamitaniiD· 2 shared Kshitij DwivediiD· 1 shared

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2019-2019 · peak 2/yr

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4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Kei MajimaORCID

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2 papers

Recent·Most cited

NeuroscienceFrontiers in Computational NeurosciencePeer-reviewedApr 12, 2019

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

Guohua Shen, Kshitij Dwivedi, Kei Majima…·Yukiyasu Kamitani

This paper trains a deep neural network end-to-end to reconstruct images from human brain fMRI data, showing improved accuracy with more training data.

163 citationstop 1%

humanimaging

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NeurosciencePLoS Computational BiologyPeer-reviewedJan 14, 2019

Deep image reconstruction from human brain activity

Guohua Shen, Tomoyasu Horikawa, Kei Majima, Yukiyasu Kamitani

This paper introduces a method to reconstruct images from human brain activity by optimizing pixel values to match deep neural network features across multiple layers, showing it generates new images rather than matching exemplars.

318 citationstop 1%

humanimaging

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