*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 |