Table 4.

Classification accuracies for CIFAR10-DVS.

STATISTICS KNN (K = 10)	Mean accuracy ± std
Number of events	13.34 ± 0.75%
Number of ON events	12.12 ± 1.03%
Number of OFF events	13.26 ± 0.99%
Ratio of positive events to negative events	11.71 ± 1.02%
Mean of x address	15.01 ± 1.34%
Mean of y address	10.61 ± 0.64%
Standard deviation of x address	14.15 ± 1.03%
Standard deviation of y address	12.70 ± 0.82%
All	16.80 ± 1.10%
SFNN	22.10 ± 0.87%
BOE-SVM	24.21 ± 1.23%
BOE-Random Forest	29.67 ± 1.34%