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Performance comparison of spike sorting algorithms for single-channel recordings

Parameters for M7_S3_n0.15.mat

WaveClus

Name Value
max_spk 20000
template_type center
template_sdnum 8
template_k 5
features wav
inputs 10
scales 2
mintemp 0
maxtemp 0.2
tempstep 0.01
num_temp 20
SWCycles 100
KNearNeighb 5
randomseed 0
fname_in tmp_data
min_clus_stop 10
temp_plot log
force_auto y
max_spikes 5000
segments 1
max_clus 13

KlustaKwik

Name Value
noDim 3
exportMode 1
ChangedThresh 0.05
DistThresh 6.9078
FullStepEvery 10
MaxClusters 10
MinClusters 1
MaxIter 500
PenaltyMix 0
SplitEvery 50

OSort

Name Value
minNrSpikes 10
correctionFactorThreshold 1