Author

Takafumi Arakaki

University of OregonORCID 0000-0002-6169-0100Unclaimed 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

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Gabriel BarelloiD· 1 shared Yashar AhmadianiD· 1 shared

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2017-2017 · peak 1/yr

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1 shared paperNeuroscience

Gabriel BarelloORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJul 24, 2017

Capturing the diversity of biological tuning curves using generative adversarial networks

Takafumi Arakaki, Gabriel Barello, Yashar Ahmadian

This paper uses GANs to fit mechanistic neural network models to experimental tuning curves, capturing their diversity without requiring explicit likelihood computation.

9 citations

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