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A structured matrix factorization framework for large scale calcium imaging data analysis

  • Author(s): Poskanzer, Kira
  • Pnevmatikakis, EA
  • Gao, Y
  • Soudry, D
  • Pfau, D
  • Lacefield, C
  • Bruno, R
  • Yuste, R
  • Paninski, L
  • et al.

Published Web Location

http://arxiv.org/pdf/1409.2903v1
No data is associated with this publication.
Abstract

We present a structured matrix factorization approach to analyzing calciumimaging recordings of large neuronal ensembles. Our goal is to simultaneouslyidentify the locations of the neurons, demix spatially overlapping components,and denoise and deconvolve

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