Spike sorting comparison - results table for JW long signals using default parameters*

*Results are shown for the other (evaluation) half of each signal, using default parameters (i.e. the parameters set by the author of each spike sorting algorithm).

Signal name Length [s] Noise level # Neurons # Spikes AMI score Parameters
WaveClus KlustaKwik OSort
M10_S2_n0.05.mat 30 0.04 2 339 1.00 0.96 0.82 show
M10_S2_n0.15.mat 30 0.25 2 339 0.10 -0.00 0.47 show
M10_S2_n0.1.mat 30 0.13 2 339 1.00 0.96 0.65 show
M10_S2_n0.2.mat 30 0.38 2 339 0.00 -0.00 0.08 show
M10_S2_n0.3.mat 30 0.59 2 339 0.11 -0.00 0.01 show
M10_S3_n0.05.mat 30 0.03 3 389 1.00 0.67 0.89 show
M10_S3_n0.15.mat 30 0.22 3 389 0.34 -0.00 -0.00 show
M10_S3_n0.1.mat 30 0.11 3 389 0.95 0.64 0.59 show
M10_S3_n0.2.mat 30 0.33 3 389 0.20 0.00 -0.00 show
M10_S3_n0.3.mat 30 0.51 3 389 0.00 0.00 -0.00 show
M10_S4_n0.05.mat 30 0.03 4 1433 0.90 0.68 0.70 show
M10_S4_n0.15.mat 30 0.19 4 1433 0.03 0.44 0.09 show
M10_S4_n0.1.mat 30 0.10 4 1433 0.17 0.66 0.33 show
M10_S4_n0.2.mat 30 0.30 4 1433 0.05 0.00 0.00 show
M10_S4_n0.3.mat 30 0.49 4 1433 0.00 0.01 0.01 show
M10_S5_n0.05.mat 30 0.03 5 593 0.78 0.61 0.74 show
M10_S5_n0.15.mat 30 0.24 5 593 0.00 0.00 0.20 show
M10_S5_n0.1.mat 30 0.12 5 593 0.41 -0.00 0.28 show
M10_S5_n0.2.mat 30 0.36 5 593 0.02 -0.00 0.09 show
M10_S5_n0.3.mat 30 0.57 5 593 0.00 -0.00 0.00 show
M10_S6_n0.05.mat 30 0.03 6 1697 0.56 0.69 0.53 show
M10_S6_n0.15.mat 30 0.21 6 1697 0.42 0.25 0.27 show
M10_S6_n0.1.mat 30 0.10 6 1697 0.58 0.50 0.46 show
M10_S6_n0.2.mat 30 0.32 6 1697 0.00 0.00 0.00 show
M10_S6_n0.3.mat 30 0.51 6 1697 0.00 0.01 0.00 show
M10_S7_n0.05.mat 30 0.03 7 1426 0.54 0.70 0.32 show
M10_S7_n0.15.mat 30 0.21 7 1426 0.15 -0.00 0.08 show
M10_S7_n0.1.mat 30 0.10 7 1426 0.32 0.44 0.26 show
M10_S7_n0.2.mat 30 0.32 7 1426 0.11 -0.00 0.01 show
M10_S7_n0.3.mat 30 0.52 7 1426 0.00 0.01 0.00 show
M10_S8_n0.05.mat 30 0.03 8 1873 0.47 0.62 0.28 show
M10_S8_n0.15.mat 30 0.20 8 1873 0.22 0.22 0.19 show
M10_S8_n0.1.mat 30 0.10 8 1873 0.19 0.31 0.24 show
M10_S8_n0.2.mat 30 0.31 8 1873 0.11 0.00 0.00 show
M10_S8_n0.3.mat 30 0.51 8 1873 0.00 0.01 0.00 show
M10_S9_n0.05.mat 30 0.02 9 1964 0.41 0.61 0.24 show
M10_S9_n0.15.mat 30 0.17 9 1964 0.24 0.21 0.09 show
M10_S9_n0.1.mat 30 0.09 9 1964 0.30 0.46 0.22 show
M10_S9_n0.2.mat 30 0.27 9 1964 0.00 0.18 0.00 show
M10_S9_n0.3.mat 30 0.45 9 1964 0.00 0.01 0.00 show