12 citations · 18 across the 4 of their papers we have counts for
Showing 2015Show all
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q-bio.NC2015
Validation of neural spike sorting algorithms without ground-truth information
Alex H. Barnett, Jeremy F. Magland, Leslie F. Greengard
We describe a suite of validation metrics that assess the credibility of a given automatic spike sorting algorithm applied to a given electrophysiological recording, when ground-tr…
stat.ME2015★ 12 cited
Unimodal clustering using isotonic regression: ISO-SPLIT
Jeremy F. Magland, Alex H. Barnett
A limitation of many clustering algorithms is the requirement to tune adjustable parameters for each application or even for each dataset. Some techniques require an \emph{a priori…