Spike sorting comparison - results table for JW short signals using optimized parameters*

*Parameters for each signal were optimized on the first half of a signal and then evaluated on the other half - only results from the other (i.e. evaluation) half of a signal are shown in the table.

Signal name Length [s] Noise level # Neurons # Spikes AMI score Parameters
WaveClus KlustaKwik OSort
M7_S2_n0.1.mat 10 0.06 2 116 1.00 1.00 0.87 show
M7_S2_n0.15.mat 10 0.12 2 116 1.00 0.92 0.00 show
M7_S2_n0.2.mat 10 0.20 2 116 0.87 0.77 -0.00 show
M7_S2_n0.3.mat 10 0.36 2 116 0.41 0.00 0.08 show
M7_S2_n0.4.mat 10 0.49 2 116 0.00 -0.00 -0.01 show
M7_S3_n0.1.mat 10 0.08 3 303 0.67 0.67 0.66 show
M7_S3_n0.15.mat 10 0.17 3 303 0.62 0.66 0.01 show
M7_S3_n0.2.mat 10 0.27 3 303 0.51 0.52 0.25 show
M7_S3_n0.3.mat 10 0.45 3 303 0.00 -0.00 -0.00 show
M7_S3_n0.4.mat 10 0.59 3 303 0.13 0.00 0.00 show
M7_S4_n0.1.mat 10 0.06 4 191 0.98 0.43 0.82 show
M7_S4_n0.15.mat 10 0.14 4 191 0.91 0.88 0.70 show
M7_S4_n0.2.mat 10 0.22 4 191 0.49 0.35 0.06 show
M7_S4_n0.3.mat 10 0.39 4 191 0.11 0.00 0.00 show
M7_S4_n0.4.mat 10 0.54 4 191 0.04 0.01 -0.00 show
M7_S5_n0.1.mat 10 0.08 5 372 0.70 0.60 0.49 show
M7_S5_n0.15.mat 10 0.17 5 372 0.00 0.30 0.01 show
M7_S5_n0.2.mat 10 0.26 5 372 0.16 -0.00 -0.00 show
M7_S5_n0.3.mat 10 0.45 5 372 0.00 -0.00 -0.00 show
M7_S5_n0.4.mat 10 0.60 5 372 0.06 -0.00 -0.00 show
M7_S6_n0.1.mat 10 0.06 6 545 0.74 0.73 0.58 show
M7_S6_n0.15.mat 10 0.12 6 545 0.35 0.43 0.28 show
M7_S6_n0.2.mat 10 0.19 6 545 0.22 0.22 0.18 show
M7_S6_n0.3.mat 10 0.35 6 545 0.21 0.18 0.06 show
M7_S6_n0.4.mat 10 0.49 6 545 0.08 -0.00 0.01 show
M7_S7_n0.1.mat 10 0.06 7 560 0.41 0.29 0.49 show
M7_S7_n0.15.mat 10 0.13 7 560 0.00 0.01 0.10 show
M7_S7_n0.2.mat 10 0.21 7 560 0.00 0.00 0.02 show
M7_S7_n0.3.mat 10 0.37 7 560 0.00 0.00 0.00 show
M7_S7_n0.4.mat 10 0.51 7 560 0.04 -0.00 0.01 show
M7_S8_n0.1.mat 10 0.06 8 538 0.71 0.54 0.31 show
M7_S8_n0.15.mat 10 0.12 8 538 0.28 0.37 0.30 show
M7_S8_n0.2.mat 10 0.20 8 538 0.36 0.26 0.21 show
M7_S8_n0.3.mat 10 0.36 8 538 0.05 0.00 0.05 show
M7_S8_n0.4.mat 10 0.50 8 538 0.00 0.00 0.00 show
M7_S9_n0.1.mat 10 0.05 9 728 0.35 0.54 0.59 show
M7_S9_n0.15.mat 10 0.11 9 728 0.27 0.30 0.45 show
M7_S9_n0.2.mat 10 0.18 9 728 0.31 0.28 0.22 show
M7_S9_n0.3.mat 10 0.33 9 728 0.00 0.17 0.11 show
M7_S9_n0.4.mat 10 0.47 9 728 0.00 0.00 0.01 show