Author

Ran Liu

Georgia Institute of TechnologyORCID 0000-0002-3882-0616Unclaimed ORCID profile · follow to get notified of new preprints

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Ran Liu2 papers · Hong Kong University of Science and Technology

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:transformer / foundation model· 1

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Eva L. DyeriD· 1 shared Jingyun Xiao· 1 shared Max Dabagia· 1 shared Mehdi Azabou· 1 shared

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2022-2022 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Eva L. DyerORCID

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1 paper

Recent·Most cited

Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers

Ran Liu, Mehdi Azabou, Max Dabagia, Jingyun Xiao, Eva L. Dyer

This paper introduces a transformer architecture that models both individual and collective dynamics in time-varying systems, demonstrating its effectiveness on neural activity data.

bioRxiv · Jun 10, 2022 · PreprintNeuroscience