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Complete one concrete implementation of the Neuropixels analysis pipeline, including Kilosort integration and most pipeline stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) #2

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vijayiyer05 opened this issue Aug 24, 2021 · 0 comments

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@vijayiyer05
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vijayiyer05 commented Aug 24, 2021

This will be a concrete realization of the more abstract pipeline established in Issue #1

For each stage of the pipeline not handled by Kilosort, there will be a few options for implementation:

  • Invoke SpikeGLX command-line utilities (i.e. by system commands from MATLAB), where applicable
  • Invoke and/or adapt equivalent functionality from the Neuropixel Utils package
  • Re-implement Python code in MATLAB

As discussed at the kickoff meeting, the goal is a minimum meaningful use case through the pipeline. As such, the following can be considered optional stages & steps for the minimal concrete implementation:

  • PSTH events
  • QC metrics
  • Manual curation
  • intermediate visualization (e.g. with the phy package)
@vijayiyer05 vijayiyer05 changed the title First pass implementations of most pipeline stages, including Kilosort integration (concatenation, time reference, Kilosort 2 bridging, PSTH, noise templates) Complete one reference implementation of the spike sorting pipeline based on the Neuropixels , including Kilosort integration and most prior reference stageslmost pipeline stages (concatenation, time reference, Kilosort 2 bridging, PSTH, noise templates) Aug 26, 2021
@vijayiyer05 vijayiyer05 changed the title Complete one reference implementation of the spike sorting pipeline based on the Neuropixels , including Kilosort integration and most prior reference stageslmost pipeline stages (concatenation, time reference, Kilosort 2 bridging, PSTH, noise templates) Complete one reference implementation of the spike sorting pipeline based on the Neuropixels, including Kilosort integration and most prior reference stages (concatenation, time reference, Kilosort 2 bridging, PSTH, noise templates) Aug 26, 2021
@vijayiyer05 vijayiyer05 changed the title Complete one reference implementation of the spike sorting pipeline based on the Neuropixels, including Kilosort integration and most prior reference stages (concatenation, time reference, Kilosort 2 bridging, PSTH, noise templates) Complete one reference implementation of the spike sorting pipeline based on the Neuropixels, including Kilosort integration and most prior reference stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) Aug 26, 2021
@vijayiyer05 vijayiyer05 changed the title Complete one reference implementation of the spike sorting pipeline based on the Neuropixels, including Kilosort integration and most prior reference stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) Complete one concrete implementation of the spike sorting pipeline based on the Neuropixels, including Kilosort integration and most prior reference stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) Aug 26, 2021
@vijayiyer05 vijayiyer05 changed the title Complete one concrete implementation of the spike sorting pipeline based on the Neuropixels, including Kilosort integration and most prior reference stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) Complete one concrete implementation of the Neuropixels analysis, including Kilosort integration and most pipeline stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) Aug 26, 2021
@vijayiyer05 vijayiyer05 changed the title Complete one concrete implementation of the Neuropixels analysis, including Kilosort integration and most pipeline stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) Complete one concrete implementation of the Neuropixels analysis pipeline, including Kilosort integration and most pipeline stages (concatenation, time reference, Kilosort 2.5 bridging, PSTH, noise templates) Aug 26, 2021
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