Figure 3.

The demonstration of the early decision making capability of the SNN-based classifier. (A) The distribution of the number of samples as a function of the ratio of decision time (spike timing) to sample duration on the RWCP test dataset. On average, the SNN-based classifier makes the classification decision when only 50% of the pattern is presented. (B) Test accuracy as a function of the percentage of test pattern input to different classifiers (classifiers are trained with full training patterns).