Author

Suguru Wakita

The University of Tokyo

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Research Focus:differential expression· 1 Organism:human· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Isamu MotoyoshiiD· 2 shared Taiki OrimaiD· 2 shared

Activity by Year

2021-2024 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Isamu MotoyoshiORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintFeb 5, 2024

Neural basis of perceptual surface qualities: Evidence from EEG decoding

Taiki Orima, Suguru Wakita, Isamu Motoyoshi

This study uses EEG to decode material categories and surface properties from visual stimuli, showing that global image features are represented in early visual cortex and enable classification of material qualities.

DOI 10.1101/2024.02.05.578885

humanelectronic health records

NeuroscienceFrontiers in Computational NeurosciencePeer-reviewedNov 19, 2021

Photorealistic reconstruction of visual texture from EEG signals

Suguru Wakita, Taiki Orima, Isamu Motoyoshi

This paper reconstructs photorealistic texture images from EEG signals using an MVAE-based approach, showing that texture perception can be decoded from low-resolution neural data.

24 citations

electronic health recordsvariational autoencoder