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Try out SpikeInterface pipeline for .ntt data #4

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mvdm opened this issue Apr 27, 2020 · 5 comments
Open
4 tasks

Try out SpikeInterface pipeline for .ntt data #4

mvdm opened this issue Apr 27, 2020 · 5 comments
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@mvdm
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mvdm commented Apr 27, 2020

https://github.com/SpikeInterface seems nice because many loaders and sorters are included.

  • Test if we can get this to produce output at all. Yarik has a basic pipeline up and running for .ntt data here: https://github.com/vandermeerlab/data-formats/blob/master/yoh_try_spikeinterfaces.ipynb
  • Check out output visualizations (could maybe use CellExplorer)
  • Apply it to multiple segments (I did on a single one), see comments
    and pointers in the notebook
  • Find a way to benchmark/compare output with gold standard (e.g. spikeforest, this uses quantitiative metrics)
@mvdm
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mvdm commented Apr 27, 2020

@transedward, @CodeWander94 interested in trying this out?

@yarikoptic
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Note: the notebook would still need unreleased versions of libraries.

@manimoh
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manimoh commented May 3, 2020

@transedward, @CodeWander94 interested in trying this out?
I don't mind taking this up. Will go ahead and assign this issue to myself.

@manimoh manimoh self-assigned this May 3, 2020
@manimoh
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manimoh commented May 3, 2020

Note: the notebook would still need unreleased versions of libraries.

Looks like the patches are merged into the main release so it was relatively straight forward to make the notebook work.
Except for this rather minor aspect:
Screenshot 2020-05-02 at 11 49 18 PM

@manimoh
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manimoh commented May 12, 2020

I did a bunch of tests on the spikeInterfaces pipeline. I need to do a few more things to be sure, but I think as of now, it can't handle the ntt files. See this notebook for more details.

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