Author

Hirokatsu Shimizu

University of California, IrvineORCID 0000-0001-5051-5895Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Ramesh SrinivasaniD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

1 paper

Recent·Most cited

NeurosciencePLoS ONEPeer-reviewedSep 21, 2022

Improving classification and reconstruction of imagined images from EEG signals

Hirokatsu Shimizu, Ramesh Srinivasan

This study improves EEG-based classification of imagined images and image reconstruction using a modified neural network with an attention module and GAN.

29 citations

electronic health recordsdeep learning

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