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Statistics - Machine Learning
A zero-inflated gamma model for deconvolved calcium imaging traces
Calcium imaging is a critical tool for measuring the activity of large neural populations. Much effort has been devoted to developing …
Xue-Xin Wei
,
Ding Zhou
,
Andres Grosmark
,
Zaki Ajabi
,
Fraser Sparks
,
Pengcheng Zhou
,
Mark Brandon
,
Attila Losonczy
,
Liam Paninski
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Short-and-Sparse Deconvolution – A Geometric Approach
Short-and-sparse deconvolution (SaSD) is the problem of extracting localized, recurring motifs in signals with spatial or temporal …
Yenson Lau
,
Qing Qu
,
Han-Wen Kuo
,
Pengcheng Zhou
,
Yuqian Zhang
,
John Wright
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