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Online 1-Photon vs 2-Photon Calcium Imaging Data Analysis: Current Developments and Future Plans

Difficulty level

This talk covers the present state and future directions of calcium imaging data analysis, particularly in the context of one-photon vs two-photon approaches. 

Topics covered in this lesson
  • 2p and 1p calcium imaging
  • Batch and online processing
  • Online experiments with fluorescence imaging
  • Requirements for cellular brain imaging analysis
  • Constrained NMF
  • Parameter sharing to reduce complexity
  • Results on simulated data
  • FIOLA: Ultrafast analysis