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Question: No good spike clusters sorted

Open Hobart10 opened this issue 1 year ago • 6 comments

Describe the issue:

KS detects only noise signals as spike clusters, with high ContamPct values in my case. Could you take a look at my example data and suggest how to obtain better sorting results? Any comments are highly appreciated : )

Example data (~15GB): bin file link, probe.zip

Version information:

Kilosort v4.0.16

Hobart10 avatar Sep 13 '24 15:09 Hobart10

First can you please upload kilosort4.log from the results directory, and a screenshot of what the Kilosort4 GUI looks like when you load your data?

jacobpennington avatar Sep 13 '24 23:09 jacobpennington

Sure! Thank you for your prompt reply! @jacobpennington The tests with threshold value [9 8], [10 4], and [7 6] are all noisy, so I think maybe some else setting was wrong? Execution log: KS4.log KS gui view of original bin file: Kilosort4_oriBin

Hobart10 avatar Sep 14 '24 02:09 Hobart10

Okay, thanks. I'll take a look at the data soon. In the meantime, can you please clarify if you have reason to believe those results are incorrect? I.e. did you sort the data with something else previously and found good clusters?

jacobpennington avatar Sep 14 '24 02:09 jacobpennington

Thank you so much! Indeed there are clean spikes, which is confirmed when acquiring data by TDT synapse online thresholding and Offline Sorter program sort tests.

Hobart10 avatar Sep 14 '24 09:09 Hobart10

@Hobart10 Just checking, is it possible for you to upload the data to Google Drive instead for sharing it? I'm trying to download it from the link you sent, but it's very slow (~300 KB/s). It's likely the connection will be interrupted before it completes.

jacobpennington avatar Sep 15 '24 00:09 jacobpennington

Sure, sorry for the slow uploading to Google Drive.

Hobart10 avatar Sep 15 '24 12:09 Hobart10

Sorry it took me so long to respond, this got buried under the other issues. I sorted your data with a few different settings combinations, and unfortunately it looks like the data is just too noisy for sorting to work properly. Every cluster is dominated by similar-looking noise at the same amplitude. There aren't any settings in KS4 that would help with that, you would need to find some other way to remove that noise prior to sorting.

jacobpennington avatar Dec 03 '24 22:12 jacobpennington