Author

Xueliang Leon Liu

Harvard UniversityORCID 0000-0001-7421-4077Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:E. coli· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Organism:multiple species· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Activity by Year

2017-2017 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 28, 2017

✦ In-depth digest

Deep Recurrent Neural Network for Protein Function Prediction from Sequence

Xueliang Leon Liu

Bidirectional LSTMs read raw amino-acid sequence to call protein function without alignment; ten unannotated iron-sequestration candidates flagged in UniRef100 lowered free iron when expressed in E. coli.

106 citations

multiple speciesE. coli

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