Fast and accurate spike sorting of high-channel count probes with KiloSort

1 code implementation • NeurIPS 2016 • Marius Pachitariu, Nicholas A. Steinmetz, Shabnam N. Kadir, Matteo Carandini, Kenneth D. Harris

Unlike previous algorithms that compress the data with PCA, KiloSort operates on the raw data which allows it to construct a more accurate model of the waveforms.

Clustering Spike Sorting +1

Direct Estimation of Firing Rates from Calcium Imaging Data

no code implementations • 4 Jan 2016 • Elad Ganmor, Michael Krumin, Luigi F. Rossi, Matteo Carandini, Eero P. Simoncelli

This approach can be used to estimate average firing rates or tuning curves directly from the imaging data, and is sufficiently flexible to incorporate prior knowledge about tuning structure.