Author

John Ferrante

Q-State Biosciences (United States)

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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

Frequent Co-Authors

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

Activity by Year

2019-2019 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Andreas Savas ToliasORCID

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1 paper

Recent·Most cited

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

E. Kelly Buchanan, Ian Kinsella, Ding Xuan Zhou, Rong Zhu, Pengcheng Zhou, Felipe Gerhard, John Ferrante, Ying Ma, Sharon H. Kim, Mohammed Shaik, Yajie Liang, Rongwen Lu, Jacob Reimer, Paul G. Fahey, Taliah Muhammad, , 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.

bioRxiv · Jan 21, 2019 · PreprintNeuroscience