Author

Jun Tani

Okinawa Institute of Science and Technology Graduate UniversityORCID 0000-0002-9131-9206Unclaimed 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:Bayesian inference· 1 Research Focus:benchmarking· 1 Assay:electronic health records· 1 Organism:non-human primate· 1 Approach:statistical model· 1

Frequent Co-Authors

Hayato IdeiiD· 2 shared Yuichi YamashitaiD· 2 shared Hiroaki TomitaiD· 1 shared Misako KomatsuiD· 1 shared Tetsuya OgataiD· 1 shared Yuta TakahashiiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 12 mutual co-author links

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2 shared papersNeuroscience

Hayato IdeiORCID

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2 papers

Recent·Most cited

Future shapes present: autonomous goal-directed and sensory-focused mode switching in a Bayesian allostatic network model

Hayato Idei, Jun Tani, Tetsuya Ogata, Yuichi Yamashita

This paper introduces a Bayesian recurrent neural network model that autonomously switches between goal-directed and sensory-focused behaviors to adapt to environmental changes.

npj Complexity · Jul 21, 2025Peer-reviewedNeuroscience

Digital Twin Brain Simulator: Harnessing Primate ECoG Data for Real-Time Consciousness Monitoring and Virtual Intervention

Yuta Takahashi, Hayato Idei, Misako Komatsu, Jun Tani, Hiroaki Tomita, Yuichi Yamashita

This paper introduces a real-time ECoG simulator using a Variational Bayesian Recurrent Neural Network to predict and update brain states from primate data, enabling virtual drug administration and functional network analysis.

bioRxiv · May 17, 2024 · PreprintNeuroscience