Spike Sorting by Joint Probabilistic Modeling of Neural Spike Trains and Waveforms

Table 3

Classification error rates for the WaveClus semiartificial dataset.

Dataset	SNR	GMM	WaveClus method	Proposed
Easy1	Clean	0.93%	0.00%	0.97%
	10 dB	0.72%	0.00%	0.77%
	5 dB	0.89%	0.00%	0.85%
	0 dB	0.81%	0.21%	0.85%
	−5 dB	1.25%	0.52%	0.97%
	−10 dB	8.18%	3.47%	6.20%
Difficult1	Clean	3.18%	0.45%	2.58%
	10 dB	4.83%	0.94%	3.46%
	5 dB	6.89%	1.36%	5.32%
	0 dB	19.77%	20.0%	37.21%