EURASIP Journal on Image and Video Processing

Table 1 Simulation speed of classic and simplified networks

From: Simplified spiking neural network architecture and STDP learning algorithm applied to image classification

	Classic (s)	Simplified (s)
5 classes, 8 neurons, 15,000 time units	48.1	2.25
6 classes, 9 neurons, 15,000 time units	48.9	2.4
6 classes, 16 neurons, 15,000 time units	66.1	3.9
6 classes, 100 neurons, 15,000 time units	137.1	13.03
12 classes, 50 neurons, 96,000 time units	1327.12	80.28

All data are obtained on synthetic datasets taking the mean values of five runs.

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