Author

Eita Nakamura

Kyoto UniversityORCID 0000-0003-4097-6027Unclaimed 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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Approach:deep learning· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Arata Shirakami· 1 shared Hayato Tsumura· 1 shared Kouki Matsuda· 1 shared Masanori ShimonoiD· 1 shared Ryota Nakajima· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Arata Shirakami

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMar 5, 2023

Deep neural generation of neuronal spikes.

Ryota Nakajima, Arata Shirakami, Hayato Tsumura…·Masanori Shimono

This study uses a multi-layer LSTM model to generate neuronal spike activity between disconnected brain regions, showing similar accuracy to within-region generation and revealing associations with structural connectivity and distance.

1 citation

electronic health recordsdeep learning

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