Spike sorting comparison - results table for QQ long 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
Qui_Burst_Easy2_noise015.mat 30 0.18 3 1636 0.94 0.70 0.71 show
Qui_Difficult1_noise005.mat 30 0.03 3 1690 0.90 0.82 0.69 show
Qui_Difficult1_noise01.mat 30 0.10 3 1721 0.90 0.70 0.44 show
Qui_Difficult1_noise015.mat 30 0.19 3 1696 0.59 0.48 0.06 show
Qui_Difficult1_noise02.mat 30 0.29 3 1759 0.31 0.01 0.01 show
Qui_Difficult2_noise005.mat 30 0.03 3 1675 0.94 0.84 0.73 show
Qui_Difficult2_noise01.mat 30 0.09 3 1743 0.95 0.82 0.76 show
Qui_Difficult2_noise015.mat 30 0.17 3 1695 0.73 0.69 0.62 show
Qui_Difficult2_noise02.mat 30 0.27 3 1745 0.95 0.76 0.64 show
Qui_Drift_Easy2_noise015.mat 30 0.22 3 1759 0.97 0.83 0.67 show
Qui_Easy1_noise005.mat 30 0.04 3 1730 0.80 0.82 0.86 show
Qui_Easy1_noise01.mat 30 0.09 3 1766 0.97 0.88 0.67 show
Qui_Easy1_noise015.mat 30 0.16 3 1719 0.96 0.89 0.67 show
Qui_Easy1_noise02.mat 30 0.23 3 1775 0.97 0.92 0.89 show
Qui_Easy1_noise025.mat 30 0.32 3 1680 0.40 0.91 0.70 show
Qui_Easy1_noise03.mat 30 0.39 3 1778 0.97 0.88 0.85 show
Qui_Easy1_noise035.mat 30 0.46 3 1754 0.97 0.92 0.70 show
Qui_Easy1_noise04.mat 30 0.51 3 1695 0.97 0.94 0.65 show
Qui_Easy2_noise005.mat 30 0.03 3 1703 0.72 0.79 0.75 show
Qui_Easy2_noise01.mat 30 0.08 3 1786 0.96 0.73 0.72 show
Qui_Easy2_noise015.mat 30 0.16 3 1747 0.73 0.73 0.01 show
Qui_Easy2_noise02.mat 30 0.25 3 1779 0.94 0.73 0.71 show