Author

Rong Zhu

Columbia UniversityORCID 0000-0002-0687-7343Unclaimed ORCID profile · follow to get notified of new preprints

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Rong Zhu1 paper · University of Cambridge

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Neuroscience· 1

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Research Focus:batch correction / integration· 1 Research Focus:deconvolution· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:matrix factorization· 1

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Andreas Savas ToliasiD· 1 shared Ding Xuan ZhouiD· 1 shared E. Kelly BuchananiD· 1 shared Elizabeth M. C. HillmaniD· 1 shared Felipe GerhardiD· 1 shared Graham T. DempseyiD· 1 shared Ian Kinsella· 1 shared Jacob ReimeriD· 1 shared

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1 shared paperNeuroscience

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintJan 21, 2019

Penalized matrix decomposition for denoising, compression, and improved demixing of functional imaging data

E. Kelly Buchanan, Ian Kinsella, Ding Xuan Zhou…·Liam Paninski

~2-4x SNR gains and 20-300x compression on calcium and voltage imaging, from a patch-wise penalized matrix decomposition that splits signal from temporally uncorrelated noise without hyperparameter tuning.

47 citations

imagingmatrix factorization

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