Author

Suguru Kanoga

National Institute of Advanced Industrial Science and TechnologyORCID 0000-0002-2214-3622Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:electrophysiology· 1 Approach:statistical model· 1

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Atsushi AoyamaiD· 1 shared Takayuki HoshinoiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioengineering

Atsushi AoyamaORCID

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1 paper

Recent·Most cited

BioengineeringIEEE AccessPeer-reviewedDec 30, 2025

Kernel-Based Style Transfer Mapping for Cross-Subject Biological Signal Classification

Takayuki Hoshino, Suguru Kanoga, Atsushi Aoyama

This paper introduces a kernel-based style transfer mapping method for cross-subject biosignal classification, showing improved accuracy over linear methods.

DOI 10.1109/access.2025.3649556

electrophysiologydeep learning

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