Author

Lei Ma

Peking UniversityORCID 0000-0002-8298-3703Unclaimed ORCID profile · follow to get notified of new preprints

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Lei Ma3 papers · Peking University

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Kai DuiD· 1 shared Kaiwen ShengiD· 1 shared Le YangiD· 1 shared Liuyuan HeiD· 1 shared Peng QuiD· 1 shared Xiaofei LiuiD· 1 shared Youhui ZhangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Kai DuORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMar 14, 2021

A General LSTM-based Deep Learning Method for Estimating Neuronal Models and Inferring Neural Circuitry

Kaiwen Sheng, Peng Qu, Le Yang…·Kai Du

This paper introduces a general LSTM-based deep learning method, GNE, for automated parameter tuning of neuronal models and neural circuits, showing strong performance on both synthetic and experimental data.

2 citations

deep learningstatistical model

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