Author

E. Sayari

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Physiology· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:electrophysiology· 1 Research Focus:software / tool· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

F. O'Brien· 1 shared L. Abdul Kadir· 1 shared N. Celik· 1 shared R. Barrett-Jolley· 1 shared S. T. M. Ball· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperPhysiology

F. O'Brien

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1 paper

Recent·Most cited

DeepGANnel: Synthesis of fully annotated single molecule patch-clamp data using generative adversarial networks

S. T. M. Ball, N. Celik, E. Sayari, L. Abdul Kadir, F. O'Brien, R. Barrett-Jolley

This paper develops DeepGANnel, a GAN-based method to generate synthetic single molecule patch-clamp data with labels, addressing the lack of large training datasets for automated analysis tools.

bioRxiv · Jun 25, 2020Physiology