Coincidence Detection Using Spiking Neurons with Application to Face Recognition

Table 5

Comparison of classification accuracy of several multivariate datasets using NN, SVM, and CD classifier.

Classifier	Accuracy (%)
	Iris	Wisconsin	Statlog	Average
NN	90.82 ± 3.5	89.04 ± 1.2	89.45	89.77
SVM	93.56 ± 2.3	90.12 ± 2.6	83.65	89.11
CD (latency)	93.70 ± 4.3	91.72 ± 1.0	90.00	91.81
CD (rate)	50.52 ± 4.7	85.38 ± 4.8	86.80	73.54
CD (RO)	90.07 ± 3.4	90.45 ± 1.5	87.15	89.22
CD (TTFS)	63.26 ± 6.5	72.44 ± 6.9	40.65	58.78