Author

Aya Shirama

Nagoya City UniversityORCID 0000-0003-4174-5175Unclaimed 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 Approach:deep learning· 1 Approach:experimental assay· 1

Frequent Co-Authors

Eiji WatanabeiD· 1 shared H. NishimuraiD· 1 shared Kazuyuki AiharaiD· 1 shared Sou NobukawaiD· 1 shared Teijiro IsokawaiD· 1 shared Yusuke SakemiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Eiji WatanabeORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMar 13, 2026

Controlling Integration and Segregation in Echo State Networks via Noradrenaline and Acetylcholine Neuromodulation

Sou Nobukawa, Aya Shirama, Yusuke Sakemi…·Kazuyuki Aihara

This paper introduces a modular echo state network with neuromodulation to control integration and segregation, showing improved performance on context-dependent tasks.

DOI 10.64898/2026.03.10.710755

deep learningexperimental assay

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