Coincidence Detection Using Spiking Neurons with Application to Face Recognition

Table 3

Result of face recognition accuracy using CD classifier trained by Prediction with different spike codings.

Datasets	Accuracy (%)
	Latency		Rate		RO		TTFS
	Train	Test	Train	Test	Train	Test	Train	Test
AR Neutral S1	93.10	92.80	93.40	92.20	92.60	92.70	91.30	91.10
AR Smile S1	100.0	100.0	100.0	100.0	100.0	100.0	99.40	99.40
AR Angry S1	99.10	98.90	99.50	98.50	97.80	98.00	96.40	95.80
AR Scream S1	93.10	92.90	93.90	92.40	92.40	92.10	84.10	84.20
AR Sunglasses S1	98.30	98.40	97.40	96.70	98.20	98.20	98.30	98.10
AR Scarf S1	95.50	95.30	93.80	90.20	96.00	95.90	92.10	91.40
JAFFE	96.26	94.94	98.12	91.31	95.83	94.35	92.78	91.70
	97.27	97.26	95.98	96.05	83.22	83.18	95.70	95.65
Average	96.58	96.31	96.51	94.67	94.51	94.30	93.76	93.42